07. Recurrent Neural Networks/01. Recurrent Neural Networks - MXNet.ipynb

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    "colab": {
      "name": "Recurrent_Neural_Networks_MXNet_(From_Scratch) original.ipynb",
      "version": "0.3.2",
      "provenance": [],
      "collapsed_sections": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "accelerator": "GPU"
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  "cells": [
    {
      "cell_type": "code",
      "metadata": {
        "id": "kPljrJ7Fkxoh",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import mxnet as mx\n",
        "from mxnet import nd, autograd\n",
        "\n",
        "ctx = mx.gpu()"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "DK1pMOcRlVgE",
        "colab_type": "text"
      },
      "source": [
        "##Reading the data from text file"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "5aBCNwVSlYpT",
        "colab_type": "code",
        "outputId": "6170c4ad-c72f-4ba0-c98f-6e9e6f98d315",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 289
        }
      },
      "source": [
        "with open('text.txt') as file:\n",
        "    text = file.read()\n",
        "\n",
        "print(text)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acquisition of information and rules for using the information), reasoning (using rules to reach approximate or definite conclusions) and self-correction.\n",
            "Particular applications of AI include expert systems, speech recognition and machine vision. Artificial intelligence (AI), the ability of a digital computer or computer-controlled robot to perform tasks commonly associated with intelligent beings. The term is frequently applied to the project of developing systems endowed with the intellectual processes characteristic of humans, such as the ability to reason, discover meaning, generalize, or learn from past experience. Since the development of the digital computer in the 1940s, it has been demonstrated that computers can be programmed to carry out very complex tasks—as, for example, discovering proofs for mathematical theorems or playing chess—with great proficiency.\n",
            "Still, despite continuing advances in computer processing speed and memory capacity, there are as yet no programs that can match human flexibility over wider domains or in tasks requiring much everyday knowledge. On the other hand, some programs have attained the performance levels of human experts and professionals in performing certain specific tasks, so that artificial intelligence in this limited sense is found in applications as diverse as medical diagnosis, computer search engines, and voice or handwriting recognition.\n",
            "All but the simplest human behaviour is ascribed to intelligence, while even the most complicated insect behaviour is never taken as an indication of intelligence. What is the difference? Consider the behaviour of the digger wasp, Sphex ichneumoneus. When the female wasp returns to her burrow with food, she first deposits it on the threshold, checks for intruders inside her burrow, and only then, if the coast is clear, carries her food inside. The real nature of the wasp’s instinctual behaviour is revealed if the food is moved a few inches away from the entrance to her burrow while she is inside: on emerging, she will repeat the whole procedure as often as the food is displaced. Intelligence—conspicuously absent in the case of Sphex—must include the ability to adapt to new circumstances.\n",
            "Psychologists generally do not characterize human intelligence by just one trait but by the combination of many diverse abilities. Research in AI has focused chiefly on the following components of intelligence: learning, reasoning, problem solving, perception, and using language.\n",
            "AI can be categorized as either weak or strong. Weak AI, also known as narrow AI, is an AI system that is designed and trained for a particular task. Virtual personal assistants, such as Apple's Siri, are a form of weak AI. Strong AI, also known as artificial general intelligence, is an AI system with generalized human cognitive abilities. When presented with an unfamiliar task, a strong AI system is able to find a solution without human intervention.\n",
            "Because hardware, software and staffing costs for AI can be expensive, many vendors are including AI components in their standard offerings, as well as access to Artificial Intelligence as a Service (AIaaS) platforms. AI as a Service allows individuals and companies to experiment with AI for various business purposes and sample multiple platforms before making a commitment. Popular AI cloud offerings include Amazon AI services, IBM Watson Assistant, Microsoft Cognitive Services and Google AI services. While AI tools present a range of new functionality for businesses ,the use of artificial intelligence raises ethical questions. This is because deep learning algorithms, which underpin many of the most advanced AI tools, are only as smart as the data they are given in training. Because a human selects what data should be used for training an AI program, the potential for human bias is inherent and must be monitored closely.\n",
            "Some industry experts believe that the term artificial intelligence is too closely linked to popular culture, causing the general public to have unrealistic fears about artificial intelligence and improbable expectations about how it will change the workplace and life in general.\n",
            "Researchers and marketers hope the label augmented intelligence, which has a more neutral connotation, will help people understand that AI will simply improve products and services, not replace the humans that use them. Knowledge engineering is a core part of AI research. Machines can often act and react like humans only if they have abundant information relating to the world. Artificial intelligence must have access to objects, categories, properties and relations between all of them to implement knowledge engineering. Initiating common sense, reasoning and problem-solving power in machines is a difficult and tedious task.Machine learning is also a core part of AI.\n",
            "There are a number of different forms of learning as applied to artificial intelligence. The simplest is learning by trial and error. For example, a simple computer program for solving mate-in-one chess problems might try moves at random until mate is found. The program might then store the solution with the position so that the next time the computer encountered the same position it would recall the solution. This simple memorizing of individual items and procedures—known as rote learning—is relatively easy to implement on a computer. More challenging is the problem of implementing what is called generalization. Generalization involves applying past experience to analogous new situations. For example, a program that learns the past tense of regular English verbs by rote will not be able to produce the past tense of a word such as jump unless it previously had been presented with jumped, whereas a program that is able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Learning without any kind of supervision requires an ability to identify patterns in streams of inputs, whereas learning with adequate supervision involves classification and numerical regressions. Classification determines the category an object belongs to and regression deals with obtaining a set of numerical input or output examples, thereby discovering functions enabling the generation of suitable outputs from respective inputs. Mathematical analysis of machine learning algorithms and their performance is a well-defined branch of theoretical computer science often referred to as computational learning theory. Machine perception deals with the capability to use sensory inputs to deduce the different aspects of the world, while computer vision is the power to analyze visual inputs with a few sub-problems such as facial, object and gesture recognition. Robotics is also a major field related to AI. Robots require intelligence to handle tasks such as object manipulation and navigation, along with sub-problems of localization, motion planning and mapping.\n",
            "To reason is to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, “Fred must be in either the museum or the café. He is not in the café; therefore he is in the museum,” and of the latter, “Previous accidents of this sort were caused by instrument failure; therefore this accident was caused by instrument failure.” The most significant difference between these forms of reasoning is that in the deductive case the truth of the premises guarantees the truth of the conclusion, whereas in the inductive case the truth of the premise lends support to the conclusion without giving absolute assurance. Inductive reasoning is common in science, where data are collected and tentative models are developed to describe and predict future behaviour—until the appearance of anomalous data forces the model to be revised. Deductive reasoning is common in mathematics and logic, where elaborate structures of irrefutable theorems are built up from a small set of basic axioms and rules.\n",
            "There has been considerable success in programming computers to draw inferences, especially deductive inferences. However, true reasoning involves more than just drawing inferences; it involves drawing inferences relevant to the solution of the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem solving, particularly in artificial intelligence, may be characterized as a systematic search through a range of possible actions in order to reach some predefined goal or solution. Problem-solving methods divide into special purpose and general purpose. A special-purpose method is tailor-made for a particular problem and often exploits very specific features of the situation in which the problem is embedded. In contrast, a general-purpose method is applicable to a wide variety of problems. One general-purpose technique used in AI is means-end analysis—a step-by-step, or incremental, reduction of the difference between the current state and the final goal. The program selects actions from a list of means—in the case of a simple robot this might consist of PICKUP, PUTDOWN, MOVEFORWARD, MOVEBACK, MOVELEFT, and MOVERIGHT—until the goal is reached.\n",
            "In perception the environment is scanned by means of various sensory organs, real or artificial, and the scene is decomposed into separate objects in various spatial relationships. Analysis is complicated by the fact that an object may appear different depending on the angle from which it is viewed, the direction and intensity of illumination in the scene, and how much the object contrasts with the surrounding field.\n"
          ],
          "name": "stdout"
        }
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      "metadata": {
        "id": "vJcQon60lYmX",
        "colab_type": "code",
        "outputId": "1b3428d3-29d9-4ea8-8acb-a5474789e736",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 70
        }
      },
      "source": [
        "characters = list(set(text))\n",
        "vocab_length = len(characters)\n",
        "print(characters)\n",
        "print(f'Number of unique characters: {vocab_length}')"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "['m', 'w', ':', 't', 'y', 'T', 'é', '(', 'P', '1', '”', 'o', ')', 'x', '0', '—', 'j', 'S', 'D', 'A', 'z', ' ', '.', 'W', 'G', 'I', 'M', 'K', 'c', 'N', 'g', '-', 'B', 'U', 'C', '“', 'h', 'b', 'f', 'L', 'u', 'R', 'v', '’', 'V', 'H', ';', 'e', 's', 'd', 'n', 'a', 'r', 'k', 'l', 'p', 'q', 'O', \"'\", 'F', 'E', '\\n', '4', '9', 'i', '?', ',']\n",
            "Number of unique characters: 67\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "E2LeNuEDlYhJ",
        "colab_type": "code",
        "outputId": "80637711-9acc-4f70-d02e-503e8eb0197f",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1142
        }
      },
      "source": [
        "char_to_int = dict([(char, i) for i, char in enumerate(characters)])\n",
        "char_to_int"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'\\n': 61,\n",
              " ' ': 21,\n",
              " \"'\": 58,\n",
              " '(': 7,\n",
              " ')': 12,\n",
              " ',': 66,\n",
              " '-': 31,\n",
              " '.': 22,\n",
              " '0': 14,\n",
              " '1': 9,\n",
              " '4': 62,\n",
              " '9': 63,\n",
              " ':': 2,\n",
              " ';': 46,\n",
              " '?': 65,\n",
              " 'A': 19,\n",
              " 'B': 32,\n",
              " 'C': 34,\n",
              " 'D': 18,\n",
              " 'E': 60,\n",
              " 'F': 59,\n",
              " 'G': 24,\n",
              " 'H': 45,\n",
              " 'I': 25,\n",
              " 'K': 27,\n",
              " 'L': 39,\n",
              " 'M': 26,\n",
              " 'N': 29,\n",
              " 'O': 57,\n",
              " 'P': 8,\n",
              " 'R': 41,\n",
              " 'S': 17,\n",
              " 'T': 5,\n",
              " 'U': 33,\n",
              " 'V': 44,\n",
              " 'W': 23,\n",
              " 'a': 51,\n",
              " 'b': 37,\n",
              " 'c': 28,\n",
              " 'd': 49,\n",
              " 'e': 47,\n",
              " 'f': 38,\n",
              " 'g': 30,\n",
              " 'h': 36,\n",
              " 'i': 64,\n",
              " 'j': 16,\n",
              " 'k': 53,\n",
              " 'l': 54,\n",
              " 'm': 0,\n",
              " 'n': 50,\n",
              " 'o': 11,\n",
              " 'p': 55,\n",
              " 'q': 56,\n",
              " 'r': 52,\n",
              " 's': 48,\n",
              " 't': 3,\n",
              " 'u': 40,\n",
              " 'v': 42,\n",
              " 'w': 1,\n",
              " 'x': 13,\n",
              " 'y': 4,\n",
              " 'z': 20,\n",
              " 'é': 6,\n",
              " '—': 15,\n",
              " '’': 43,\n",
              " '“': 35,\n",
              " '”': 10}"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 4
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3A--N_D3lYe6",
        "colab_type": "code",
        "outputId": "dba2ba09-6ddf-4061-b6b7-7397b2022cd7",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1142
        }
      },
      "source": [
        "int_to_char = dict([(i, char) for i, char in enumerate(characters)])\n",
        "int_to_char"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{0: 'm',\n",
              " 1: 'w',\n",
              " 2: ':',\n",
              " 3: 't',\n",
              " 4: 'y',\n",
              " 5: 'T',\n",
              " 6: 'é',\n",
              " 7: '(',\n",
              " 8: 'P',\n",
              " 9: '1',\n",
              " 10: '”',\n",
              " 11: 'o',\n",
              " 12: ')',\n",
              " 13: 'x',\n",
              " 14: '0',\n",
              " 15: '—',\n",
              " 16: 'j',\n",
              " 17: 'S',\n",
              " 18: 'D',\n",
              " 19: 'A',\n",
              " 20: 'z',\n",
              " 21: ' ',\n",
              " 22: '.',\n",
              " 23: 'W',\n",
              " 24: 'G',\n",
              " 25: 'I',\n",
              " 26: 'M',\n",
              " 27: 'K',\n",
              " 28: 'c',\n",
              " 29: 'N',\n",
              " 30: 'g',\n",
              " 31: '-',\n",
              " 32: 'B',\n",
              " 33: 'U',\n",
              " 34: 'C',\n",
              " 35: '“',\n",
              " 36: 'h',\n",
              " 37: 'b',\n",
              " 38: 'f',\n",
              " 39: 'L',\n",
              " 40: 'u',\n",
              " 41: 'R',\n",
              " 42: 'v',\n",
              " 43: '’',\n",
              " 44: 'V',\n",
              " 45: 'H',\n",
              " 46: ';',\n",
              " 47: 'e',\n",
              " 48: 's',\n",
              " 49: 'd',\n",
              " 50: 'n',\n",
              " 51: 'a',\n",
              " 52: 'r',\n",
              " 53: 'k',\n",
              " 54: 'l',\n",
              " 55: 'p',\n",
              " 56: 'q',\n",
              " 57: 'O',\n",
              " 58: \"'\",\n",
              " 59: 'F',\n",
              " 60: 'E',\n",
              " 61: '\\n',\n",
              " 62: '4',\n",
              " 63: '9',\n",
              " 64: 'i',\n",
              " 65: '?',\n",
              " 66: ','}"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 5
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "58oqFgyHnkt2",
        "colab_type": "code",
        "outputId": "cf98eacc-5ffb-4298-ad42-81af75cad883",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 16834
        }
      },
      "source": [
        "int_text = [char_to_int[char] for char in text]\n",
        "int_text"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 6
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "F2UFBUgfn-wJ",
        "colab_type": "code",
        "outputId": "acde6c93-4c63-409c-edcf-3e7080e91581",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 67
        }
      },
      "source": [
        "print(f'Total sequence length of the text: {len(int_text)}')\n",
        "print(f'First 20 integers: {int_text[:20]}')\n",
        "print(f'First 20 characters: {\"\".join([int_to_char[i] for i in int_text[:20]])}')"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Total sequence length of the text: 9792\n",
            "First 20 integers: [19, 52, 3, 64, 38, 64, 28, 64, 51, 54, 21, 64, 50, 3, 47, 54, 54, 64, 30, 47]\n",
            "First 20 characters: Artificial intellige\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3PF8ysC8n-so",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def one_hot(ints, vocab_length = vocab_length):\n",
        "    outputs = nd.zeros((len(ints), vocab_length))\n",
        "    for i, idx in enumerate(ints):\n",
        "        outputs[i, idx] = 1.0\n",
        "    return outputs"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "jSNFuFern-rE",
        "colab_type": "code",
        "outputId": "8dd7269f-a067-4d0d-ec2c-5628464a25e1",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 218
        }
      },
      "source": [
        "print('Before one hot:')\n",
        "print(int_text[:20])\n",
        "print('After one hot:')\n",
        "print(one_hot(int_text[:20]))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Before one hot:\n",
            "[19, 52, 3, 64, 38, 64, 28, 64, 51, 54, 21, 64, 50, 3, 47, 54, 54, 64, 30, 47]\n",
            "After one hot:\n",
            "\n",
            "[[0. 0. 0. ... 0. 0. 0.]\n",
            " [0. 0. 0. ... 0. 0. 0.]\n",
            " [0. 0. 0. ... 0. 0. 0.]\n",
            " ...\n",
            " [0. 0. 0. ... 1. 0. 0.]\n",
            " [0. 0. 0. ... 0. 0. 0.]\n",
            " [0. 0. 0. ... 0. 0. 0.]]\n",
            "<NDArray 20x67 @cpu(0)>\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VeOFs9OdqDAR",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def onehot_to_text(embeddings):\n",
        "    outputs = \"\"\n",
        "    ints = nd.argmax(embeddings, axis = 1).asnumpy()\n",
        "    for i in ints:\n",
        "        outputs += int_to_char[i]\n",
        "    return outputs"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "uX0Ut6_dqaRD",
        "colab_type": "code",
        "outputId": "59471a48-de52-4fc8-9951-282ed6d7926c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 235
        }
      },
      "source": [
        "onehot = one_hot(int_text[:20])\n",
        "print('First 20 characters in Onehot:')\n",
        "print(onehot)\n",
        "print('\\nAfter converting First 20 one hot embeddings to text:')\n",
        "print(f'\"{onehot_to_text(onehot)}\"')"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "First 20 characters in Onehot:\n",
            "\n",
            "[[0. 0. 0. ... 0. 0. 0.]\n",
            " [0. 0. 0. ... 0. 0. 0.]\n",
            " [0. 0. 0. ... 0. 0. 0.]\n",
            " ...\n",
            " [0. 0. 0. ... 1. 0. 0.]\n",
            " [0. 0. 0. ... 0. 0. 0.]\n",
            " [0. 0. 0. ... 0. 0. 0.]]\n",
            "<NDArray 20x67 @cpu(0)>\n",
            "\n",
            "After converting First 20 one hot embeddings to text:\n",
            "\"Artificial intellige\"\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "-1cIWC8aq0s5",
        "colab_type": "text"
      },
      "source": [
        "##Building the dataset"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ihhJIxcsq4f1",
        "colab_type": "code",
        "outputId": "5b7c1189-4bf7-42aa-e884-89e5d57711c3",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "seq_length = 32\n",
        "num_samples = (len(int_text) - 1)//seq_length\n",
        "dataset = one_hot(int_text[: seq_length * num_samples]).reshape((num_samples, seq_length, vocab_length))\n",
        "dataset.shape"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(305, 32, 67)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 12
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "z087k0tkq4bU",
        "colab_type": "code",
        "outputId": "47de93f8-2b99-4816-826b-4f164cb98cb0",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 50
        }
      },
      "source": [
        "output = onehot_to_text(dataset[0])\n",
        "print(output)\n",
        "print(f'Sequence length: {len(output)}')"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Artificial intelligence (AI) is \n",
            "Sequence length: 32\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "QrWeMXJ3q4aF",
        "colab_type": "code",
        "outputId": "b9507cc9-91b2-4af2-b0be-b4dd03e06343",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 50
        }
      },
      "source": [
        "batch_size = 8\n",
        "batches = dataset.shape[0] // batch_size\n",
        "print(f'Number of samples in dataset: {dataset.shape[0]}')\n",
        "print(f'Number of batches: {batches}')"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Number of samples in dataset: 305\n",
            "Number of batches: 38\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "GSgXjd8Gq4ZL",
        "colab_type": "code",
        "outputId": "297f4583-7079-4b7e-8bfc-ca2535909476",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 84
        }
      },
      "source": [
        "train_features = dataset[:batches * batch_size]\n",
        "print(train_features.shape)\n",
        "train_features = train_features.reshape((batch_size, batches, seq_length, vocab_length))\n",
        "print(train_features.shape)\n",
        "train_features = train_features.swapaxes(0, 1)\n",
        "print(train_features.shape)\n",
        "train_features = train_features.swapaxes(1, 2)\n",
        "print(train_features.shape)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "(304, 32, 67)\n",
            "(8, 38, 32, 67)\n",
            "(38, 8, 32, 67)\n",
            "(38, 32, 8, 67)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "TxKlVMKeq4YM",
        "colab_type": "code",
        "outputId": "c6356dd2-466e-44ab-9b42-191f62f5e03f",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 437
        }
      },
      "source": [
        "for i in range(5):\n",
        "    print(\"Batch %s:\\n %s \\n %s \\n\\n\" % (i, onehot_to_text(train_features[i, :, 0]), onehot_to_text(train_features[i, :, 1])))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Batch 0:\n",
            " Artificial intelligence (AI) is  \n",
            " ks requiring much everyday knowl \n",
            "\n",
            "\n",
            "Batch 1:\n",
            " the simulation of human intellig \n",
            " edge. On the other hand, some pr \n",
            "\n",
            "\n",
            "Batch 2:\n",
            " ence processes by machines, espe \n",
            " ograms have attained the perform \n",
            "\n",
            "\n",
            "Batch 3:\n",
            " cially computer systems. These p \n",
            " ance levels of human experts and \n",
            "\n",
            "\n",
            "Batch 4:\n",
            " rocesses include learning (the a \n",
            "  professionals in performing cer \n",
            "\n",
            "\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "OxmTEWfzzrx7",
        "colab_type": "code",
        "outputId": "9f8ddeb7-9666-4e6f-9eb2-8c1991dc831c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 84
        }
      },
      "source": [
        "train_labels = one_hot(int_text[1:seq_length*num_samples+1])\n",
        "print(train_labels.shape)\n",
        "train_labels = train_labels.reshape((batch_size, batches, seq_length, vocab_length))\n",
        "print(train_labels.shape)\n",
        "train_labels = nd.swapaxes(train_labels, 0, 1)\n",
        "print(train_labels.shape)\n",
        "train_labels = nd.swapaxes(train_labels, 1, 2)\n",
        "print(train_labels.shape)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "(9760, 67)\n",
            "(8, 38, 32, 67)\n",
            "(38, 8, 32, 67)\n",
            "(38, 32, 8, 67)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "FbMeyhCFzrql",
        "colab_type": "code",
        "outputId": "47a44664-5d4b-4480-a64c-26bd2418259b",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 50
        }
      },
      "source": [
        "print(onehot_to_text(train_features[0, :, 4]))\n",
        "print(onehot_to_text(train_labels[0, :, 4]))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "mmon sense, reasoning and proble\n",
            "mon sense, reasoning and problem\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "g8TkdY970mKg",
        "colab_type": "text"
      },
      "source": [
        "##Initializing parameters for our model"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "_p8RFnKw0qI4",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "num_inputs = vocab_length\n",
        "num_hidden = 512\n",
        "num_outputs = vocab_length\n",
        "\n",
        "Wxh = nd.random_normal(shape = (num_inputs, num_hidden), ctx = ctx) * .001\n",
        "Whh = nd.random_normal(shape = (num_hidden, num_hidden), ctx = ctx) * .001\n",
        "bh = nd.random_normal(shape = num_hidden, ctx = ctx) * .001\n",
        "\n",
        "Why = nd.random_normal(shape = (num_hidden, num_outputs), ctx = ctx) * .001\n",
        "by = nd.random_normal(shape = num_outputs, ctx = ctx) * .001\n",
        "\n",
        "params = [Wxh, Whh, bh, Why, by]\n",
        "\n",
        "for param in params:\n",
        "    param.attach_grad()"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "bTGOYb7b0qDO",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def softmax(linear):\n",
        "    exp = nd.exp((linear - nd.max(linear, axis = 1).reshape((-1, 1))))\n",
        "    partition = nd.sum(exp, axis = 1).reshape((-1, 1))\n",
        "    return exp / partition"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VRh8I6nSwG7d",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def relu(linear):\n",
        "    return nd.maximum(linear, 0)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-Xgf_bGU1OJg",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def rnn(inputs, state):\n",
        "    outputs = []\n",
        "    h = state\n",
        "    for X in inputs:\n",
        "        linear = nd.dot(X, Wxh) + nd.dot(h, Whh) + bh\n",
        "        h = relu(linear)\n",
        "        linear = nd.dot(h, Why) + by\n",
        "        output = softmax(linear)\n",
        "        outputs.append(output)\n",
        "    return (outputs, h)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "_ojb_FXh152M",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def generate(prefix, num_chars):\n",
        "    string = prefix\n",
        "\n",
        "    int_prefix = [char_to_int[char] for char in prefix]\n",
        "    input_sequence = one_hot(int_prefix).as_in_context(ctx)\n",
        "\n",
        "    sample_state = nd.zeros(shape=(1, num_hidden), ctx = ctx)\n",
        "\n",
        "    for i in range(num_chars):\n",
        "        outputs, sample_state = rnn(input_sequence, sample_state)\n",
        "        choice = int(outputs[-1][0].argmax(0).asscalar())\n",
        "        string += int_to_char[choice]\n",
        "        input_sequence = one_hot([choice]).as_in_context(ctx)\n",
        "    return string"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "L9bctEbC6sY6",
        "colab_type": "code",
        "outputId": "e5a5c730-dbbb-4b9e-e317-eb70c07c1a90",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 54
        }
      },
      "source": [
        "print(generate(\"Artificial intelligence\", 1024))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Artificial intelligenceyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "UJbClx0_1OGd",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def cross_entropy(pred, label):\n",
        "    return -nd.sum(label * nd.log(pred))"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "WHjdxaUO_2Vj",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def objective(outputs, labels):\n",
        "    assert(len(outputs) == len(labels))\n",
        "    total_loss = 0.\n",
        "    for (output, label) in zip(outputs,labels):\n",
        "        total_loss = total_loss + cross_entropy(output, label)\n",
        "    return total_loss / len(outputs)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "YRJTLBco1OEg",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def sgd(params, lr):\n",
        "    for param in params:\n",
        "        param[:] = param - lr * param.grad"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "WlmjfU8B1N_x",
        "colab_type": "code",
        "outputId": "1bf851cf-b661-41b7-c444-e064dc1cd2f5",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 16702
        }
      },
      "source": [
        "epochs = 200\n",
        "learning_rate = .05\n",
        "losses = []\n",
        "\n",
        "for epoch in range(200):\n",
        "    if (epoch + 1) % 50 == 0:\n",
        "        learning_rate = learning_rate / 2.0\n",
        "    state = nd.zeros(shape = (batch_size, num_hidden), ctx = ctx)\n",
        "    for i in range(batches):\n",
        "        features = train_features[i].as_in_context(ctx)\n",
        "        labels = train_labels[i].as_in_context(ctx)\n",
        "        with autograd.record():\n",
        "            outputs, state = rnn(features, state)\n",
        "            loss = objective(outputs, labels)\n",
        "            loss.backward()\n",
        "        sgd(params, learning_rate)\n",
        "    \n",
        "    losses.append(loss.asscalar())\n",
        "    print(f'\\nEpoch: {epoch} | Loss: {loss.asscalar():.5f}')\n",
        "    print(generate(\"Artificial intelligence\", 1024))\n",
        "    print(generate(\"Research in AI has focused chiefly on\", 1024))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "\n",
            "Epoch: 0 | Loss: 28.95390\n",
            "Artificial intelligence                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n",
            "Research in AI has focused chiefly on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n",
            "\n",
            "Epoch: 1 | Loss: 24.85029\n",
            "Artificial intelligenceiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiii\n",
            "Research in AI has focused chiefly oniiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiii\n",
            "\n",
            "Epoch: 2 | Loss: 24.54089\n",
            "Artificial intelligence                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n",
            "Research in AI has focused chiefly on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n",
            "\n",
            "Epoch: 3 | Loss: 24.43877\n",
            "Artificial intelligence                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n",
            "Research in AI has focused chiefly on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n",
            "\n",
            "Epoch: 4 | Loss: 24.39051\n",
            "Artificial intelligence                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n",
            "Research in AI has focused chiefly on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n",
            "\n",
            "Epoch: 5 | Loss: 24.33238\n",
            "Artificial intelligence                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n",
            "Research in AI has focused chiefly on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n",
            "\n",
            "Epoch: 6 | Loss: 24.20607\n",
            "Artificial intelligence                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n",
            "Research in AI has focused chiefly on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n",
            "\n",
            "Epoch: 7 | Loss: 23.92920\n",
            "Artificial intelligence e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e\n",
            "Research in AI has focused chiefly on e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e\n",
            "\n",
            "Epoch: 8 | Loss: 23.67574\n",
            "Artificial intelligence te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te \n",
            "Research in AI has focused chiefly on te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te \n",
            "\n",
            "Epoch: 9 | Loss: 22.95477\n",
            "Artificial intelligence te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te \n",
            "Research in AI has focused chiefly on te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te \n",
            "\n",
            "Epoch: 10 | Loss: 22.26737\n",
            "Artificial intelligence te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te \n",
            "Research in AI has focused chiefly on te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te \n",
            "\n",
            "Epoch: 11 | Loss: 21.81214\n",
            "Artificial intelligence te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te \n",
            "Research in AI has focused chiefly on te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te \n",
            "\n",
            "Epoch: 12 | Loss: 21.29617\n",
            "Artificial intelligence te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te \n",
            "Research in AI has focused chiefly on te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te te \n",
            "\n",
            "Epoch: 13 | Loss: 20.99027\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on te the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the \n",
            "\n",
            "Epoch: 14 | Loss: 20.72727\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on in the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the \n",
            "\n",
            "Epoch: 15 | Loss: 20.46766\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on in in the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the t\n",
            "\n",
            "Epoch: 16 | Loss: 20.23622\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in \n",
            "\n",
            "Epoch: 17 | Loss: 20.04338\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on in the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the \n",
            "\n",
            "Epoch: 18 | Loss: 19.75906\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in in \n",
            "\n",
            "Epoch: 19 | Loss: 19.53422\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "\n",
            "Epoch: 20 | Loss: 19.32739\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "\n",
            "Epoch: 21 | Loss: 19.13674\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "\n",
            "Epoch: 22 | Loss: 18.94975\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "\n",
            "Epoch: 23 | Loss: 18.77693\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "\n",
            "Epoch: 24 | Loss: 18.59539\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "\n",
            "Epoch: 25 | Loss: 18.44575\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "\n",
            "Epoch: 26 | Loss: 18.26441\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "\n",
            "Epoch: 27 | Loss: 18.09361\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "\n",
            "Epoch: 28 | Loss: 17.92348\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "\n",
            "Epoch: 29 | Loss: 17.73902\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "\n",
            "Epoch: 30 | Loss: 17.54368\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "\n",
            "Epoch: 31 | Loss: 17.34101\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on the sore the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the th\n",
            "\n",
            "Epoch: 32 | Loss: 17.14529\n",
            "Artificial intelligence the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the\n",
            "Research in AI has focused chiefly on the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the so\n",
            "\n",
            "Epoch: 33 | Loss: 16.96573\n",
            "Artificial intelligence the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the so\n",
            "Research in AI has focused chiefly on the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the so\n",
            "\n",
            "Epoch: 34 | Loss: 16.77662\n",
            "Artificial intelligence the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the so\n",
            "Research in AI has focused chiefly on the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the so\n",
            "\n",
            "Epoch: 35 | Loss: 16.59841\n",
            "Artificial intelligence the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the so\n",
            "Research in AI has focused chiefly on the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the so\n",
            "\n",
            "Epoch: 36 | Loss: 16.43245\n",
            "Artificial intelligence the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the so\n",
            "Research in AI has focused chiefly on the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the sore the so\n",
            "\n",
            "Epoch: 37 | Loss: 16.21443\n",
            "Artificial intelligence the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the\n",
            "Research in AI has focused chiefly on the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the sore the sor in the\n",
            "\n",
            "Epoch: 38 | Loss: 15.98367\n",
            "Artificial intelligence the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the\n",
            "Research in AI has focused chiefly on the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the\n",
            "\n",
            "Epoch: 39 | Loss: 15.81832\n",
            "Artificial intelligence in the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent o\n",
            "Research in AI has focused chiefly on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on the serent on t\n",
            "\n",
            "Epoch: 40 | Loss: 15.60315\n",
            "Artificial intelligence in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither i\n",
            "Research in AI has focused chiefly on the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in t\n",
            "\n",
            "Epoch: 41 | Loss: 15.39325\n",
            "Artificial intelligence in the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle \n",
            "Research in AI has focused chiefly on the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the\n",
            "\n",
            "Epoch: 42 | Loss: 15.31557\n",
            "Artificial intelligence in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither i\n",
            "Research in AI has focused chiefly on the complice the serent on the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in th\n",
            "\n",
            "Epoch: 43 | Loss: 15.24853\n",
            "Artificial intelligence in the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the\n",
            "Research in AI has focused chiefly on the cant and intelligence in the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the \n",
            "\n",
            "Epoch: 44 | Loss: 14.99150\n",
            "Artificial intelligence in the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to \n",
            "Research in AI has focused chiefly on the cast of the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the\n",
            "\n",
            "Epoch: 45 | Loss: 14.91470\n",
            "Artificial intelligence in the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle \n",
            "Research in AI has focused chiefly on the complice the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle the sorle \n",
            "\n",
            "Epoch: 46 | Loss: 15.01015\n",
            "Artificial intelligence and rence the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the s\n",
            "Research in AI has focused chiefly on the cant on the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the sith to the\n",
            "\n",
            "Epoch: 47 | Loss: 15.18153\n",
            "Artificial intelligence of the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the\n",
            "Research in AI has focused chiefly on the cast of the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the sith the\n",
            "\n",
            "Epoch: 48 | Loss: 14.39782\n",
            "Artificial intelligence of the dither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither i\n",
            "Research in AI has focused chiefly on the cast of the dither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the sither in the\n",
            "\n",
            "Epoch: 49 | Loss: 13.36313\n",
            "Artificial intelligence of the complice the sorled and of the cast to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the s\n",
            "Research in AI has focused chiefly on the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the sist to the sorming in the cast the si\n",
            "\n",
            "Epoch: 50 | Loss: 13.12345\n",
            "Artificial intelligence of the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sormi\n",
            "Research in AI has focused chiefly on the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming \n",
            "\n",
            "Epoch: 51 | Loss: 12.93544\n",
            "Artificial intelligence of the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sormi\n",
            "Research in AI has focused chiefly on the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming \n",
            "\n",
            "Epoch: 52 | Loss: 12.74290\n",
            "Artificial intelligence of the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sormi\n",
            "Research in AI has focused chiefly on the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming in the cast to the sorming \n",
            "\n",
            "Epoch: 53 | Loss: 12.62195\n",
            "Artificial intelligence of the cast to the sorming in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast \n",
            "Research in AI has focused chiefly on the cast to the sorming in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the sist to the complication in the cast the\n",
            "\n",
            "Epoch: 54 | Loss: 12.50795\n",
            "Artificial intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence \n",
            "Research in AI has focused chiefly on the cast to the sorming intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelligence of the particular intelli\n",
            "\n",
            "Epoch: 55 | Loss: 12.46003\n",
            "Artificial intelligence of the cast to the sorm to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to \n",
            "Research in AI has focused chiefly on intelligence of the cast to the sorm to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to\n",
            "\n",
            "Epoch: 56 | Loss: 12.18275\n",
            "Artificial intelligence of the cast to the computer in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in \n",
            "Research in AI has focused chiefly on the cast to the computer in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the casting, in the\n",
            "\n",
            "Epoch: 57 | Loss: 11.91218\n",
            "Artificial intelligence of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to \n",
            "Research in AI has focused chiefly on intelligence of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of the cast to the sist to the sist to the cast of\n",
            "\n",
            "Epoch: 58 | Loss: 11.75118\n",
            "Artificial intelligence in the cateration. in theored chereat are and is the cast the ingle the cate the cond to the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the computer in treif the comput\n",
            "Research in AI has focused chiefly on the cateraliention. and sithert and of the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the cate to the cast the ingle the \n",
            "\n",
            "Epoch: 59 | Loss: 11.68320\n",
            "Artificial intelligence of the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to \n",
            "Research in AI has focused chiefly on intelligence of the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to the cast to\n",
            "\n",
            "Epoch: 60 | Loss: 11.39489\n",
            "Artificial intelligence in the casting, generalize comaniention. andeste sing in the cast to the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the \n",
            "Research in AI has focused chiefly on the cast to the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the computer in the cast the compute\n",
            "\n",
            "Epoch: 61 | Loss: 11.01968\n",
            "Artificial intelligence in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is\n",
            "Research in AI has focused chiefly on intelligence in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the particular trat is sither be reasoning in the cast to the parti\n",
            "\n",
            "Epoch: 62 | Loss: 11.07255\n",
            "Artificial intelligence in the casting, in the cast to the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the\n",
            "Research in AI has focused chiefly on the cast of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of the sisterences and of\n",
            "\n",
            "Epoch: 63 | Loss: 10.73482\n",
            "Artificial intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast\n",
            "Research in AI has focused chiefly on the cate or intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligence of the cast to the cast of intelligenc\n",
            "\n",
            "Epoch: 64 | Loss: 10.67610\n",
            "Artificial intelligence. in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence inger\n",
            "Research in AI has focused chiefly one intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intelligence intelligence ingerente in the cast of the computer in the cate or intellig\n",
            "\n",
            "Epoch: 65 | Loss: 10.85366\n",
            "Artificial intelligence in the cast of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of \n",
            "Research in AI has focused chiefly on the cast of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the sifution of the\n",
            "\n",
            "Epoch: 66 | Loss: 10.22190\n",
            "Artificial intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence is the casting, gencos, theoreas her there a tion. intelligence\n",
            "Research in AI has focused chiefly on the cateralizy to inelligg is a servict ase of the carting, in the rearn tie cances in the catersion of the cast the computer in tae carle ties in the cateration. intelsing is a that are and is the cast the computer in tae carle ties in the cateration. intelsing is a that are and is the cast the computer in tae carle ties in the cateration. intelsing is a that are and is the cast the computer in tae carle ties in the cateration. intelsing is a that are and is the cast the computer in tae carle ties in the cateration. intelsing is a that are and is the cast the computer in tae carle ties in the cateration. intelsing is a that are and is the cast the computer in tae carle ties in the cateration. intelsing is a that are and is the cast the computer in tae carle ties in the cateration. intelsing is a that are and is the cast the computer in tae carle ties in the cateration. intelsing is a that are and is the cast the computer in tae carle ties in the cateration. intelsing is a that are and is the cast the comput\n",
            "\n",
            "Epoch: 67 | Loss: 10.13607\n",
            "Artificial intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in \n",
            "Research in AI has focused chiefly on the cast to the complicat on in the cast to the cormine oI the carticular tration intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complication. AI cas intelligence in the cardint of the cast te she complicati\n",
            "\n",
            "Epoch: 68 | Loss: 10.25063\n",
            "Artificial intelligence a program in the cast to the sione in the capled is the cast to the sist to the sist to the simply in the situatin sille the past ters and probest and a for that and probest a particular torlict of the carticular traling a ding ry computer probe minc in the carlict on the carticilar that intellige cance the complict of the carting in the cast to the sione in the capled is the cast to the sist to the sist to the simply in the situatin sille the past ters and probest and a for that and probest a particular torlict of the carticular traling a ding ry computer probe minc in the carlict on the carticilar that intellige cance the complict of the carting in the cast to the sione in the capled is the cast to the sist to the sist to the simply in the situatin sille the past ters and probest and a for that and probest a particular torlict of the carticular traling a ding ry computer probe minc in the carlict on the carticilar that intellige cance the complict of the carting in the cast to the sione in the capled is th\n",
            "Research in AI has focused chiefly on intellige cance the complict of the cast to the sione in the capled is the cast to the sist to the sist to the simply in the situatin sille the past ters and probest and a for that and probest a particular torlict of the carticular traling a ding ry computer probe minc in the carlict on the carticilar that intellige cance the complict of the carting in the cast to the sione in the capled is the cast to the sist to the sist to the simply in the situatin sille the past ters and probest and a for that and probest a particular torlict of the carticular traling a ding ry computer probe minc in the carlict on the carticilar that intellige cance the complict of the carting in the cast to the sione in the capled is the cast to the sist to the sist to the simply in the situatin sille the past ters and probest and a for that and probest a particular torlict of the carticular traling a ding ry computer probe minc in the carlict on the carticilar that intellige cance the complict of the carting in the cast to the sione \n",
            "\n",
            "Epoch: 69 | Loss: 9.74642\n",
            "Artificial intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies i\n",
            "Research in AI has focused chiefly on the complicated intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the campentioniog if the compenies in the caterobieationieg human intelligence is the cam\n",
            "\n",
            "Epoch: 70 | Loss: 9.76080\n",
            "Artificial intelligence in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting rela in the carrestion in the casting re\n",
            "Research in AI has focused chiefly on the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the camponente in the capleds the case of the\n",
            "\n",
            "Epoch: 71 | Loss: 9.34622\n",
            "Artificial intelligence rote or ect an intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in the dispering intelligence and in th\n",
            "Research in AI has focused chiefly on the cate or situation. AI situation of the disterence and intelligence and in the disucousing in the situation of the disterence and intelligence and in the disucousing in the situation of the disterence and intelligence and in the disucousing in the situation of the disterence and intelligence and in the disucousing in the situation of the disterence and intelligence and in the disucousing in the situation of the disterence and intelligence and in the disucousing in the situation of the disterence and intelligence and in the disucousing in the situation of the disterence and intelligence and in the disucousing in the situation of the disterence and intelligence and in the disucousing in the situation of the disterence and intelligence and in the disucousing in the situation of the disterence and intelligence and in the disucousing in the situation of the disterence and intelligence and in the disucousing in the situation of the disterence and intelligence and in the disucousing in the situation of the diste\n",
            "\n",
            "Epoch: 72 | Loss: 9.16952\n",
            "Artificial intelligence a core preat are able to ingicious on intelligence ard aronition. Inten intelligence a core preat are able to ingice rearning is a perios, and of indicial, on indicial, and of inference, an learn ale of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of \n",
            "Research in AI has focused chiefly on the cate or intelsigen entily in the caple tue or intillige of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and of intellige ce and of ind compences and\n",
            "\n",
            "Epoch: 73 | Loss: 9.29893\n",
            "Artificial intelligence ar intelligence a program the sorving plring in tre thal purpos, the past tense of the carticular task or situating in the capled it the carred in the capleds on indire can be complication. probess and the cond intelligence a program the sorving plring in tre thal purpos, the past tense of the carticular task or situating in the capled it the carred in the capleds on indire can be complication. probess and the cond intelligence a program the sorving plring in tre thal purpos, the past tense of the carticular task or situating in the capled it the carred in the capleds on indire can be complication. probess and the cond intelligence a program the sorving plring in tre thal purpos, the past tense of the carticular task or situating in the capled it the carred in the capleds on indire can be complication. probess and the cond intelligence a program the sorving plring in tre thal purpos, the past tense of the carticular task or situating in the capled it the carred in the capleds on indire can be complication. p\n",
            "Research in AI has focused chiefly on the capled it the carred in the situatin starting relaticular tralize computer in tas sille tre orol intelligence a program the sorving plring in tre thal purpos, the past tense of the carticular task or situating in the capled it the carred in the capleds on indire can be complication. probess and the cond intelligence a program the sorving plring in tre thal purpos, the past tense of the carticular task or situating in the capled it the carred in the capleds on indire can be complication. probess and the cond intelligence a program the sorving plring in tre thal purpos, the past tense of the carticular task or situating in the capled it the carred in the capleds on indire can be complication. probess and the cond intelligence a program the sorving plring in tre thal purpos, the past tense of the carticular task or situating in the capled it the carred in the capleds on indire can be complication. probess and the cond intelligence a program the sorving plring in tre thal purpos, the past tense of the cartic\n",
            "\n",
            "Epoch: 74 | Loss: 9.80411\n",
            "Artificial intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligence in the carred is aper be an intelligenc\n",
            "Research in AI has focused chiefly on the cass the sisuly with a form to the carrest as a program the sist rele ar int or in the sisle the particular tarling of the carrest and relations or situating of the dast of simple reasoning in the sione process tore hre treal promise mand reles in chen as inter in maliens on in the progest proble s to the sist to the sist of the sisle the particular tarling of the carrest and relations or situating of the dast of simple reasoning in the sione process tore hre treal promise mand reles in chen as inter in maliens on in the progest proble s to the sist to the sist of the sisle the particular tarling of the carrest and relations or situating of the dast of simple reasoning in the sione process tore hre treal promise mand reles in chen as inter in maliens on in the progest proble s to the sist to the sist of the sisle the particular tarling of the carrest and relations or situating of the dast of simple reasoning in the sione process tore hre treal promise mand reles in chen as inter in maliens on in the prog\n",
            "\n",
            "Epoch: 75 | Loss: 8.35378\n",
            "Artificial intelligence a come tare and sore the sore the solution of inplede to the compention and of ineralien, and of the care or examale of the care or exal can berchare ase or inteleryed and of ineralien as interlige alling a dian of eral cale artificial intelligence a come tare and sore the sore the solution of inplede to the compention and of ineralien, and of the care or examale of the care or exal can berchare ase or inteleryed and of ineralien as interlige alling a dian of eral cale artificial intelligence a come tare and sore the sore the solution of inplede to the compention and of ineralien, and of the care or examale of the care or exal can berchare ase or inteleryed and of ineralien as interlige alling a dian of eral cale artificial intelligence a come tare and sore the sore the solution of inplede to the compention and of ineralien, and of the care or examale of the care or exal can berchare ase or inteleryed and of ineralien as interlige alling a dian of eral cale artificial intelligence a come tare and sore the so\n",
            "Research in AI has focused chiefly on the computer in the capreat are ase or entere teat ane of intele that ane of intele ien ionsion and roles in silled, the abieation. and of intelligence a come tare as outen ane or intelerges and of inerving is ale able to in the care are ase of ented wite araice alle the real art on the compiner, the eralling a ding alle theoreas hreat or a daritare, ale or example, dearonition. or in tasks and of inerving is a program the progestes catede ingederith of thencestioniog in the compences in the compenation of the carreation. and of intelligence a come tare as outen ane or intelerges and of inerving is ale able to in the care are ase of ented wite araice alle the real art on the compiner, the eralling a ding alle theoreas hreat or a daritare, ale or example, dearonition. or in tasks and of inerving is a program the progestes catede ingederith of thencestioniog in the compences in the compenation of the carreation. and of intelligence a come tare as outen ane or intelerges and of inerving is ale able to in the ca\n",
            "\n",
            "Epoch: 76 | Loss: 8.82159\n",
            "Artificial intelligence ary co program the computer on the case of sorution.\n",
            "yecount and of the carting al or in tasks and of the carrestion intelligence in the caplest as intelligence ary co a pure alling is the cast of a pere all an is the carting al or in tasks and of the carrestion intelligence in the caplest as intelligence ary co a pure alling is the cast of a pere all an is the carting al or in tasks and of the carrestion intelligence in the caplest as intelligence ary co a pure alling is the cast of a pere all an is the carting al or in tasks and of the carrestion intelligence in the caplest as intelligence ary co a pure alling is the cast of a pere all an is the carting al or in tasks and of the carrestion intelligence in the caplest as intelligence ary co a pure alling is the cast of a pere all an is the carting al or in tasks and of the carrestion intelligence in the caplest as intelligence ary co a pure alling is the cast of a pere all an is the carting al or in tasks and of the carrestion intelligence in the caplest as\n",
            "Research in AI has focused chiefly on the caterories is the caplest as intelligence ary co a pure alling is the cast of a pere all an is the carting al or in tasks and of the carrestion intelligence in the caplest as intelligence ary co a pure alling is the cast of a pere all an is the carting al or in tasks and of the carrestion intelligence in the caplest as intelligence ary co a pure alling is the cast of a pere all an is the carting al or in tasks and of the carrestion intelligence in the caplest as intelligence ary co a pure alling is the cast of a pere all an is the carting al or in tasks and of the carrestion intelligence in the caplest as intelligence ary co a pure alling is the cast of a pere all an is the carting al or in tasks and of the carrestion intelligence in the caplest as intelligence ary co a pure alling is the cast of a pere all an is the carting al or in tasks and of the carrestion intelligence in the caplest as intelligence ary co a pure alling is the cast of a pere all an is the carting al or in tasks and of the carrestion\n",
            "\n",
            "Epoch: 77 | Loss: 8.89529\n",
            "Artificial intelligence aronitios in the caplest ations on the corledtion and intelligerce a perenct and sorticulare of the corledtio alolizg of the caplest arions on intelligence aronitios in the caplest ations on the corledtion and intelligerce a perenct and sorticulare of the corledtio alolizg of the caplest arions on intelligence aronitios in the caplest ations on the corledtion and intelligerce a perenct and sorticulare of the corledtio alolizg of the caplest arions on intelligence aronitios in the caplest ations on the corledtion and intelligerce a perenct and sorticulare of the corledtio alolizg of the caplest arions on intelligence aronitios in the caplest ations on the corledtion and intelligerce a perenct and sorticulare of the corledtio alolizg of the caplest arions on intelligence aronitios in the caplest ations on the corledtion and intelligerce a perenct and sorticulare of the corledtio alolizg of the caplest arions on intelligence aronitios in the caplest ations on the corledtion and intelligerce a perenct and sortic\n",
            "Research in AI has focused chiefly on the conced in the caplest ation in the caplest ations on the corledtion and intelligerce a perenct and sorticulare of the corledtio alolizg of the caplest arions on intelligence aronitios in the caplest ations on the corledtion and intelligerce a perenct and sorticulare of the corledtio alolizg of the caplest arions on intelligence aronitios in the caplest ations on the corledtion and intelligerce a perenct and sorticulare of the corledtio alolizg of the caplest arions on intelligence aronitios in the caplest ations on the corledtion and intelligerce a perenct and sorticulare of the corledtio alolizg of the caplest arions on intelligence aronitios in the caplest ations on the corledtion and intelligerce a perenct and sorticulare of the corledtio alolizg of the caplest arions on intelligence aronitios in the caplest ations on the corledtion and intelligerce a perenct and sorticulare of the corledtio alolizg of the caplest arions on intelligence aronitios in the caplest ations on the corledtion and intelligerc\n",
            "\n",
            "Epoch: 78 | Loss: 8.81017\n",
            "Artificial intelligence intele iele in the case of intelsigence in the care or ect and theorems are ane stered without in in indereng in iche of intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intel\n",
            "Research in AI has focused chiefly on the cate or inteleries in intelligence in the care or ect and theorems are ane stered without in in indereng in iche of intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intelligence intell\n",
            "\n",
            "Epoch: 79 | Loss: 8.77794\n",
            "Artificial intelligence a program the sist rele as intelligence a perenct a pere all perticlice co the corsicu as intelligence ary co program the complication of ther to ther to diff of the complication of the sisle tre complicg as a plogram compiter process and rele as intilligence a perenct a pere all perticlice co the corsicu as intelligence ary co program the complication of ther to ther to diff of the complication of the sisle tre complicg as a plogram compiter process and rele as intilligence a perenct a pere all perticlice co the corsicu as intelligence ary co program the complication of ther to ther to diff of the complication of the sisle tre complicg as a plogram compiter process and rele as intilligence a perenct a pere all perticlice co the corsicu as intelligence ary co program the complication of ther to ther to diff of the complication of the sisle tre complicg as a plogram compiter process and rele as intilligence a perenct a pere all perticlice co the corsicu as intelligence ary co program the complication of ther \n",
            "Research in AI has focused chiefly on the compution.\n",
            "in the sist rele as intilligence a perenct a pere all perticlice co the corsicu as intelligence ary co program the complication of ther to ther to diff of the complication of the sisle tre complicg as a plogram compiter process and rele as intilligence a perenct a pere all perticlice co the corsicu as intelligence ary co program the complication of ther to ther to diff of the complication of the sisle tre complicg as a plogram compiter process and rele as intilligence a perenct a pere all perticlice co the corsicu as intelligence ary co program the complication of ther to ther to diff of the complication of the sisle tre complicg as a plogram compiter process and rele as intilligence a perenct a pere all perticlice co the corsicu as intelligence ary co program the complication of ther to ther to diff of the complication of the sisle tre complicg as a plogram compiter process and rele as intilligence a perenct a pere all perticlice co the corsicu as intelligence ary co program the complication \n",
            "\n",
            "Epoch: 80 | Loss: 7.80342\n",
            "Artificial intelligence arition rylaning is able to exalligg complication in the simlly characteristicllicned, the corsed is and relearine chated to and as net gense the able tre firle ase ornentr, ansle the past tense of the capreation intelligence arititn to is the thalizally an nellogent learning as able tres. and of the abilities, an of intulligence arings that can belsising to acalizutarncuse to dearcing as able tresling and progested intelligence arings enalling is commonting in the simlly characte is the campention and reles of a program that are are able tre finle AI servicts ond intelligence a program that are that compiters that as able tres. processes in the simlly characte of the application in the simlly characteristicllicned, the corsed is and relearine chated to and as net gense the able tre firle ase ornentr, ansle the past tense of the capreation intelligence arititn to is the thalizally an nellogent learning as able tres. and of the abilities, an of intulligence arings that can belsising to acalizutarncuse to dear\n",
            "Research in AI has focused chiefly on the carreds and and intelligence arings and of the abilities, an of intulligence arings that can belsising to acalizutarncuse to dearcing as able tresling and progested intelligence arings enalling is commonting in the simlly characte is the campention and reles of a program that are are able tre finle AI servicts ond intelligence a program that are that compiters that as able tres. processes in the simlly characte of the application in the simlly characteristicllicned, the corsed is and relearine chated to and as net gense the able tre firle ase ornentr, ansle the past tense of the capreation intelligence arititn to is the thalizally an nellogent learning as able tres. and of the abilities, an of intulligence arings that can belsising to acalizutarncuse to dearcing as able tresling and progested intelligence arings enalling is commonting in the simlly characte is the campention and reles of a program that are are able tre finle AI servicts ond intelligence a program that are that compiters that as able tres\n",
            "\n",
            "Epoch: 81 | Loss: 8.04978\n",
            "Artificial intelligence mathematice a form of the camputer processis in the cane or solucion perpostin compite is a the solled as and of the corutarneng of in the computer processis in the case of situations and of the porelalizuste sort and sorvicualy the pose the sist deass in the simlly the case of sorution. There are and sore the sellice as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence art\n",
            "Research in AI has focused chiefly on the pore the solled as and of the corutarneng of in the computer processis in the case of situations and of the porelalizuste sort and sorvicualy the pose the sist deass in the simlly the case of sorution. There are and sore the sellice as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis ale andesses, as intelligence articis al\n",
            "\n",
            "Epoch: 82 | Loss: 7.76255\n",
            "Artificial intelligence in the computer, and of intelsigence and intelligence are able tuel, and of intelligence in the computer, and ofiente in the capredt to the complication. Thione incelliged to the cared of a program the pardicular tasking of the carreation. and the case of sorution. Thionering is ale able tued, and of intelligence in the computer, and seructive inferencus reasoning inforent ast andustems and of intelligence in the computer, and ofiente in the capredt to the complication. Thione incelliged to the cared of a program the pardicular tasking of the carreation. and the case of sorution. Thionering is ale able tued, and of intelligence in the computer, and seructive inferencus reasoning inforent ast andustems and of intelligence in the computer, and ofiente in the capredt to the complication. Thione incelliged to the cared of a program the pardicular tasking of the carreation. and the case of sorution. Thionering is ale able tued, and of intelligence in the computer, and seructive inferencus reasoning inforent ast a\n",
            "Research in AI has focused chiefly on the conclusion Antelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to the computer, and the cand of entelligence is the capledt to t\n",
            "\n",
            "Epoch: 83 | Loss: 7.67996\n",
            "Artificial intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin intelligence ar intin in\n",
            "Research in AI has focused chiefly on ind cample in the sille the for erally ded catsont an and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of the particular task or ect and compented and of th\n",
            "\n",
            "Epoch: 84 | Loss: 7.64516\n",
            "Artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artific\n",
            "Research in AI has focused chiefly on the antration and ruless on the past tasksor intelligence a pere all as inting is applically computer in the capreat ore that be and of intelsing of the ability of the a program the ability to the simple to the complication of intelligence is the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intelligence a form to the situation. Antensitationing in the carreation intelligence a deas artificial intell\n",
            "\n",
            "Epoch: 85 | Loss: 7.62396\n",
            "Artificial intelligence reasoning in strumence AI intullise corpliritu to the carreds and of the particular task inpersice as ont in the carreat huicon is able tual inpects of the particular task inpersice as ont in the carreat huicon is able tual inpects of the particular task inpersice as ont in the carreat huicon is able tual inpects of the particular task inpersice as ont in the carreat huicon is able tual inpects of the particular task inpersice as ont in the carreat huicon is able tual inpects of the particular task inpersice as ont in the carreat huicon is able tual inpects of the particular task inpersice as ont in the carreat huicon is able tual inpects of the particular task inpersice as ont in the carreat huicon is able tual inpects of the particular task inpersice as ont in the carreat huicon is able tual inpects of the particular task inpersice as ont in the carreat huicon is able tual inpects of the particular task inpersice as ont in the carreat huicon is able tual inpects of the particular task inpersice as ont in t\n",
            "Research in AI has focused chiefly on the problem as intelligence reluian d rognisica in the carreat her of reluias d as net gerreds or inductive, alilitu to the corred is sor in meangring in the carreat her of reluias d as net gerreds or inductive, alilitu to the corred is sor in meangring in the carreat her of reluias d as net gerreds or inductive, alilitu to the corred is sor in meangring in the carreat her of reluias d as net gerreds or inductive, alilitu to the corred is sor in meangring in the carreat her of reluias d as net gerreds or inductive, alilitu to the corred is sor in meangring in the carreat her of reluias d as net gerreds or inductive, alilitu to the corred is sor in meangring in the carreat her of reluias d as net gerreds or inductive, alilitu to the corred is sor in meangring in the carreat her of reluias d as net gerreds or inductive, alilitu to the corred is sor in meangring in the carreat her of reluias d as net gerreds or inductive, alilitu to the corred is sor in meangring in the carreat her of reluias d as net gerreds o\n",
            "\n",
            "Epoch: 86 | Loss: 6.69227\n",
            "Artificial intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carresti\n",
            "Research in AI has focused chiefly on the past tense of the particular task or ext and genced is the caplest to the solution.\n",
            "Ierooss in tre cas intelligence ary complieg is the caplest aly and of intelligence is the carrestion AI inforences in the catedoritidy the cate or ect and ceactiog theicing is abiect and compone theo ere corredtion AI inforented intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence is the carrestion AI inforences in the carrest as intelligence\n",
            "\n",
            "Epoch: 87 | Loss: 7.45496\n",
            "Artificial intelligence reasoning and program the sisuation of the carrestion and of entelligence a perencle and of entemitial, also theorems are and strect and theored computer plocessing is an enderent as and of ine verred is the caplest alaing compences in the caplest as in the condidt on the case of sorution.\n",
            "Ies of the case of intruse theo the case the condisted wition in also a come tast or intryse theo expecially component dimation of the caplest as in the condide of the care or ect and theored compiner processed in the case of a program the computer processing AI in the cand of intelsine of the care or ention of inerving conte or icted withont dival pualon, theored calligence processes without al of ene oferons and of in in in ented intelligence reasoning and program the sisuation of the carrestion and of entelligence a perencle and of entemitial, also theorems are and strect and theored computer plocessing is an enderent as and of ine verred is the caplest alaing compences in the caplest as in the condidt on the case of so\n",
            "Research in AI has focused chiefly on the cond is ane strect as of intelligence a program the computer processing AI in the cand of intelsine of the care or ention of inerving conte or icted withont dival pualon, theored calligence processes without al of ene oferons and of in in in ented intelligence reasoning and program the sisuation of the carrestion and of entelligence a perencle and of entemitial, also theorems are and strect and theored computer plocessing is an enderent as and of ine verred is the caplest alaing compences in the caplest as in the condidt on the case of sorution.\n",
            "Ies of the case of intruse theo the case the condisted wition in also a come tast or intryse theo expecially component dimation of the caplest as in the condide of the care or ect and theored compiner processed in the case of a program the computer processing AI in the cand of intelsine of the care or ention of inerving conte or icted withont dival pualon, theored calligence processes without al of ene oferons and of in in in ented intelligence reasoning and prog\n",
            "\n",
            "Epoch: 88 | Loss: 7.00572\n",
            "Artificial intelligence as a sess in strears of the past tonse of the dimely in the situation. Antelert ho program chess of a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situa\n",
            "Research in AI has focused chiefly on the particular task or situations on in indicial, or intin rith ste inplede to the simply to the solled AI including in the situation. Antelert ho program chess of a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in the particular task or situations on intelligence as a the situations on in \n",
            "\n",
            "Epoch: 89 | Loss: 7.19076\n",
            "Artificial intelligence and sters are aro ins in a perces in the sione secharions of inperticions of inpering is a sorvisien to the carre ties. Then as intelligence and sorvicial reters the past tense of the carde the sist to there aro aro spost to deass in strear nowuctive of the carre ties and of intelerg as a seaco in the carreds or and of intelligence and sorvicial recats the pormer it in the cass the compented the carreds on endire a sorm are probicale as inted intelligence and sorvicial recats the pormer it in the cass the comp terss in strear problems to the carre ties. Torving a compoting an experience reconsing and problem as intelligence and sorvicial recats the pormer it in the cass the comp terss in strear problems to the carre ties. Torving a compoting an experience reconsing and problem as intelligence and sorvicial recats the pormer it in the cass the comp terss in strear problems to the carre ties. Torving a compoting an experience reconsing and problem as intelligence and sorvicial recats the pormer it in the cass \n",
            "Research in AI has focused chiefly on Aithor pearonity to araice a gore precesting and sored asce or sorm are as isted intelligence and sters are aro ins in a perces in the sione secharions of inperticions of inpering is a sorvisien to the carre ties. Then as intelligence and sorvicial reters the past tense of the carde the sist to there aro aro spost to deass in strear nowuctive of the carre ties and of intelerg as a seaco in the carreds or and of intelligence and sorvicial recats the pormer it in the cass the compented the carreds on endire a sorm are probicale as inted intelligence and sorvicial recats the pormer it in the cass the comp terss in strear problems to the carre ties. Torving a compoting an experience reconsing and problem as intelligence and sorvicial recats the pormer it in the cass the comp terss in strear problems to the carre ties. Torving a compoting an experience reconsing and problem as intelligence and sorvicial recats the pormer it in the cass the comp terss in strear problems to the carre ties. Torving a compoting an ex\n",
            "\n",
            "Epoch: 90 | Loss: 7.12592\n",
            "Artificial intelligence rensess in ingere the strude the colledt as intelligence rensory are and so theo the computer programs that can if theo a programs that can if theorems are as inted intelligence rensor in malious of intelsigence processins in the catedoried hored in the sione sed of inforent an a deas a pere are artide huse more thens in oreec all of the pord sumat computar promisisl in the computer programs that can if theo a programs that can if theorems are as inted intelligence rensor in malious of intelsigence processins in the catedoried hored in the sione sed of inforent an a deas a pere are artide huse more thens in oreec all of the pord sumat computar promisisl in the computer programs that can if theo a programs that can if theorems are as inted intelligence rensor in malious of intelsigence processins in the catedoried hored in the sione sed of inforent an a deas a pere are artide huse more thens in oreec all of the pord sumat computar promisisl in the computer programs that can if theo a programs that can if theo\n",
            "Research in AI has focused chiefly on the particularlo suition of ingons the past tense of the particular task or eat or a dimile rone the con theicts in the catedoried hored in the sione sed of inforent an a deas a pere are artide huse more thens in oreec all of the pord sumat computar promisisl in the computer programs that can if theo a programs that can if theorems are as inted intelligence rensor in malious of intelsigence processins in the catedoried hored in the sione sed of inforent an a deas a pere are artide huse more thens in oreec all of the pord sumat computar promisisl in the computer programs that can if theo a programs that can if theorems are as inted intelligence rensor in malious of intelsigence processins in the catedoried hored in the sione sed of inforent an a deas a pere are artide huse more thens in oreec all of the pord sumat computar promisisl in the computer programs that can if theo a programs that can if theorems are as inted intelligence rensor in malious of intelsigence processins in the catedoried hored in the sio\n",
            "\n",
            "Epoch: 91 | Loss: 6.37294\n",
            "Artificial intelligence rehaving is the past to the corrtione AI sellice core pregented with ace of extarize conputer be and of intelligence and itreala the pase the program in the difutarecor in the sisularle such are program in the caplest to the care or exar ie the dise of experience retally an learn the ingrine or inilution.\n",
            "Iricial rehe are correction of ingrace the caperowied is the capreat ariogs the past tense of the different araing is a comertme and comple wist intelligence is the sioner bitare orjest asy the complieg is the sione intelligence is the sioner bitare orjest asy the complieg is the sione intelligence is the sioner bitare orjest asy the complieg is the sione intelligence is the sioner bitare orjest asy the complieg is the sione intelligence is the sioner bitare orjest asy the complieg is the sione intelligence is the sioner bitare orjest asy the complieg is the sione intelligence is the sioner bitare orjest asy the complieg is the sione intelligence is the sioner bitare orjest asy the complieg is the sione int\n",
            "Research in AI has focused chiefly on the conding in indicien, sione sition is artificial intelligence rehaving is the past to the corrtione AI sellice core pregented with ace of extarize conputer be and of intelligence and itreala the pase the program in the difutarecor in the sisularle such are program in the caplest to the care or exar ie the dise of experience retally an learn the ingrine or inilution.\n",
            "Iricial rehe are correction of ingrace the caperowied is the capreat ariogs the past tense of the different araing is a comertme and comple wist intelligence is the sioner bitare orjest asy the complieg is the sione intelligence is the sioner bitare orjest asy the complieg is the sione intelligence is the sioner bitare orjest asy the complieg is the sione intelligence is the sioner bitare orjest asy the complieg is the sione intelligence is the sioner bitare orjest asy the complieg is the sione intelligence is the sioner bitare orjest asy the complieg is the sione intelligence is the sioner bitare orjest asy the complieg is the sione intellige\n",
            "\n",
            "Epoch: 92 | Loss: 6.52852\n",
            "Artificial intelligence and io programst be of the abilities. Inces in the caple treal and of the a program the corredreat human intelligence and io procicuse and relect be in ect is the simlly wisk heren in the care or ect and sormical reasoning. problems of entereding the corredreat ho puters in the caplest to her burrow while so perrodicated in the carrestion of induse menerally as and of the a program the corredreat human intelligence and io the care or ect an object and serm compiters heas artificial intelligence and irrences. Artificial intelligence and irrences whereas sillowing consed is sorution.\n",
            "Irsifir alaice of the a program the corredreat human intelligence and io procicuse and relect be in ect is the simlly wisk heren in the care or ect and sormical reasoning. problems of entereding the corredreat ho puters in the caplest to her burrow while so perrodicated in the carrestion of induse menerally as and of the a program the corredreat human intelligence and io the care or ect an object and serm compiters heas artificial\n",
            "Research in AI has focused chiefly on the ant is the dial of sorution of infore the past tense of the a program the corredreat human intelligence and io procicuse and relect be in ect is the simlly wisk heren in the care or ect and sormical reasoning. problems of entereding the corredreat ho puters in the caplest to her burrow while so perrodicated in the carrestion of induse menerally as and of the a program the corredreat human intelligence and io the care or ect an object and serm compiters heas artificial intelligence and irrences. Artificial intelligence and irrences whereas sillowing consed is sorution.\n",
            "Irsifir alaice of the a program the corredreat human intelligence and io procicuse and relect be in ect is the simlly wisk heren in the care or ect and sormical reasoning. problems of entereding the corredreat ho puters in the caplest to her burrow while so perrodicated in the carrestion of induse menerally as and of the a program the corredreat human intelligence and io the care or ect an object and serm compiters heas artificial intellige\n",
            "\n",
            "Epoch: 93 | Loss: 6.53100\n",
            "Artificial intelligence re session and relence learn ties and releral purpose the particular task, alsorings, as a cersicuear handersion as of in in AI intelligence re session and relence learn ties and releral purpose the particular task, alsorings, as a cersicuear handersion as of in in AI intelligence re session and relence learn ties and releral purpose the particular task, alsorings, as a cersicuear handersion as of in in AI intelligence re session and relence learn ties and releral purpose the particular task, alsorings, as a cersicuear handersion as of in in AI intelligence re session and relence learn ties and releral purpose the particular task, alsorings, as a cersicuear handersion as of in in AI intelligence re session and relence learn ties and releral purpose the particular task, alsorings, as a cersicuear handersion as of in in AI intelligence re session and relence learn ties and releral purpose the particular task, alsorings, as a cersicuear handersion as of in in AI intelligence re session and relence learn ties an\n",
            "Research in AI has focused chiefly on the parcest as and so the correation and roles of incluse there are as igt tr th oustion of thom thes able oused rederrines an learn tie candedith selving in eraling no program the corredtion and in intelligence re cestion of thom is an exterlice of then is the simular the e precestry ansled in the capreat huinowired to there progerined inplede to a a pere plet thed and releral perposowichalizts of the carrestion and ruler learn tie a program the corredtion and in intelligence re cestion of thom is an exterlice of then is the simular the e precestry ansled in the capreat huinowired to there progerined inplede to a a pere plet thed and releral perposowichalizts of the carrestion and ruler learn tie a program the corredtion and in intelligence re cestion of thom is an exterlice of then is the simular the e precestry ansled in the capreat huinowired to there progerined inplede to a a pere plet thed and releral perposowichalizts of the carrestion and ruler learn tie a program the corredtion and in intelligence r\n",
            "\n",
            "Epoch: 94 | Loss: 6.09351\n",
            "Artificial intelligence raises ethical persot is able to on the particularly. AI searanter bet be an e theorems or alay anse As and of exis a a programsed of e are ary ir thes of the parteclise correction deals of the problems strecention.\n",
            "Inceusing AI tarlice al or intil rate oblectualy the cate or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treilar the care or ect as object alo treila\n",
            "Research in AI has focused chiefly on the cate ory cas intelligence rersoding in the catedory cas inted rete obeectualy of the probe mse processins and problem ase of en in inderences are able tuat in siluarens in the carenting of the probe mult on the cate ory cas inted intelligence reraning in the situation in the scene or iniralion and role presented whereas s and so therict as a programse and of the parteclesces reverant ese premicas can of entile, aly able or to a program the processins and problem ase of en in inderences are able tuat in siluarens in the carenting of the probe mult on the cate ory cas inted intelligence reraning in the situation in the scene or iniralion and role presented whereas s and so therict as a programse and of the parteclesces reverant ese premicas can of entile, aly able or to a program the processins and problem ase of en in inderences are able tuat in siluarens in the carenting of the probe mult on the cate ory cas inted intelligence reraning in the situation in the scene or iniralion and role presented whereas\n",
            "\n",
            "Epoch: 95 | Loss: 6.22110\n",
            "Artificial intelligence rehal inente, whereas in levericing in the preme tre duca the sisulations mencessitutheropertion intelligence rehal inenter of implems tre forms. An indicearized the porences. To the categories, problem ese porfer is and sumplied as exters, where are as le in experience witl singlarced the corution.\n",
            "Ieronss tre former is inforences apply fuction. Antener, and the sisuaring is the complizg and reles of the different dorecs of the particular taskion on the dise of the direl inductive, AI service constione that is anse oo perreds in inverves where are as le in experience witl singlarced the corution.\n",
            "Ieronss tre former is inforences apply fuction. Antener, and the sisuaring is the complizg and reles of the different dorecs of the particular taskion on the dise of the direl inductive, AI service constione that is anse oo perreds in inverves where are as le in experience witl singlarced the corution.\n",
            "Ieronss tre former is inforences apply fuction. Antener, and the sisuaring is the complizg and reles of the differ\n",
            "Research in AI has focused chiefly on the poree is sters mren in the case or sed chere are as le in experience witl singlarced the corved is applications of the different dorection of the disgerent aspect as of indived AI thersisnchery are ablect alling corts the pore the sist to the carentine in the sisuatily in the sisuatily inferences whereas diplore the program the sisulations mencessitution. Thise consuter be an led grogram the corences whereas in the caprest ho performing certed the sille tre nerver is inforente the case of sed cally of the different dorection of the disgerent aspect as of indived AI thersisnchery are ablect alling corts the pore the sist to the carentine in the sisuatily in the sisuatily inferences whereas diplore the program the sisulations mencessitution. Thise consuter be an led grogram the corences whereas in the caprest ho performing certed the sille tre nerver is inforente the case of sed cally of the different dorection of the disgerent aspect as of indived AI thersisnchery are ablect alling corts the pore the sist\n",
            "\n",
            "Epoch: 96 | Loss: 5.71418\n",
            "Artificial intelligence in the carreat her of wher buman to lecomaithes in the situation of the simular task or sille of ect is the capreat hresicicar task, a sore predically a program the simple compiter processing speed and mort complicate a pure of the darding and momple multions process and recouning AI services. There are as letine is a sple and program that can gers ar intelligence in the carreat her of wher buman torlices, where man forms of learn rsen ther bola proifso the core thee as a tervisien repear not chan computers reas artificial intelligence in the carreat her of wher buman to lecomaithes in the situation of the simular task or sille of ect is the capreat hresicicar task, a sore predically a program the simple compiter processing speed and mort complicate a pure of the darding and momple multions process and recouning AI services. There are as letine is a sple and program that can gers ar intelligence in the carreat her of wher buman torlices, where man forms of learn rsen ther bola proifso the core thee as a terv\n",
            "Research in AI has focused chiefly on the problem as anceasint is d ar expecs is anse so perenar or solution wition in man expect the cartion as a sessist as abteds to her berress or silura and of the dirutared so the care or ential in silucar the core thee and in the carreat or solves as a peofing and problem the simple cumpuition of intelligence in the carreat her of wher buman torlices, where man forms of learn rsen ther bola proifso the core thee as a tervisien repear not chan computers reas artificial intelligence in the carreat her of wher buman to lecomaithes in the situation of the simular task or sille of ect is the capreat hresicicar task, a sore predically a program the simple compiter processing speed and mort complicate a pure of the darding and momple multions process and recouning AI services. There are as letine is a sple and program that can gers ar intelligence in the carreat her of wher buman torlices, where man forms of learn rsen ther bola proifso the core thee as a tervisien repear not chan computers reas artificial intelli\n",
            "\n",
            "Epoch: 97 | Loss: 6.74541\n",
            "Artificial intelligence mast to in the cane or pon the strunces with an exied is the cate or ect an ore care or ect an or in in ect is a plograms or intelligence in the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor th\n",
            "Research in AI has focused chiefly on the case or and to the care or intels that ar sillarent an e the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor the case of a that as and so the care or intels that ar of intelligence the sor th\n",
            "\n",
            "Epoch: 98 | Loss: 6.09220\n",
            "Artificial intelligence rehavious of infuces and role is the dimply able tuilication in the simply of the pordestit is the capplocial in stem is the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in the situation in t\n",
            "Research in AI has focused chiefly on the abllisus on example, discoumation, of the differences ard comples of the direction and in precestre a programs that comsidare abless to AI sorution. This is one of the difference ble human intelligence reranire and relations of the simular task or exters or example of the pordestit is the capplocing in sclumine chmand the eble tu to uthule retalling of tre lisitallcoble trealapreat or stluces in inforented retellite sorulione marticularlt in the cardistion and relations of the simular task Aratiol relationsoof in the displecing chess in itherps and of the dirftry artificial intelligence is the dimple multione AI services. The pore implecent and sompliog in the capless on elalize con le in the cared on emplede a particulare ablice allore to that chesicarehallines can be soruct and somplicated to the cared to there are as letine pore impled the case of situation. An example of the progection.\n",
            "Initiating compotert that ore turt and to the able tre learn the solution. Thilation in the situation in the situat\n",
            "\n",
            "Epoch: 99 | Loss: 4.96870\n",
            "Artificial intelligence processes by in the wisl relets that chesicalat human interlection.\n",
            "Ince simule to for burrow while she is learning as abse d af orten app of the dirutrow, where are as net ho purences applowrinte to there are and strons where are as net no programs that can gerpher be able to enample of the pordervice a pore te intelligence, while sul or intruse of the abolizion and reles of reasoning in the wituation of the porvervic in ervery are as ietell gented be in the situation in the situation. Antelering in the wisl relets that can gers consite of s and program sels ar intelligence in the wisl relets that can gers consiter theorems ar intralizg of the particular task, a sore preded to performite cort compiog in computer processing speed and servication of the porvervic in ervery are as ietell gented be in the situation in the situation. Antelering in the wisl relets that can gers consite of s and program sels ar intelligence in the wisl relets that can gers consiter theorems ar intralizg of the particular task, a s\n",
            "Research in AI has focused chiefly on the porvestive consiters and theichart to that consiters roveit erponition of inform the particular task, alsore the program the sirular nask hore tres ably expective reasoning in the wisl relets that can gers consiter theorems ar intralizg of the particular task, a sore preded to performite cort compiog in computer processing speed and servication of the porvervic in ervery are as ietell gented be in the situation in the situation. Antelering in the wisl relets that can gers consite of s and program sels ar intelligence in the wisl relets that can gers consiter theorems ar intralizg of the particular task, a sore preded to performite cort compiog in computer processing speed and servication of the porvervic in ervery are as ietell gented be in the situation in the situation. Antelering in the wisl relets that can gers consite of s and program sels ar intelligence in the wisl relets that can gers consiter theorems ar intralizg of the particular task, a sore preded to performite cort compiog in computer proce\n",
            "\n",
            "Epoch: 100 | Loss: 4.27145\n",
            "Artificial intelligence blece tre terving plocesses with the particularlt in accoments on intil ant of the dirfer wo proglam the sirularing the cofution of the porver is the simulation of the dialer be an ledigity to the situation in the problem as experience with sifical ties, problem asp of the corution.\n",
            "Iencessitations of deficine post that can gers art foring precestrow AI services. Italling co the colution of inforent ary chas computers computers to deructive reperont and moles for butans of the porver is the simulation of the disulaticule indecented with a fer s matious betions that is the simulation of ind vervection and intensise of the differences as a cemsiture and relute asples, the cape or icters. and of the dirfer wite a pere ple forms of inhere cle find riferalizus on ledigen the compliat co pureacts it in the cape or ection of the diale so problem as exters ir orjects fon in the most of a particular task, alsore the strule the cale of intruse the coferont and melore ars and of the dirutry the thuls of the particular \n",
            "Research in AI has focused chiefly on the antration in plich is the diofer wite a perencen an lediging is also a core part to abay elaliog in the situation in the situation. Annearthes is applicable tuilor be able tual. As and services by cal ietele generalize consiter on inferences rele as icterline clich ta persict to the care or situations belinisg and the situation in the scene of a program the situation in the scene of intruders in the cape or ection of the diale so problem as expert the simple tr the correction the entrasing in comming neneralize can learn the struce the dise thet an object berons sor on inpers the disulaticulan entersicencent is the different dore presented with a ferences and of the dirger wated in AI include the able tuten alving and problem solving processes with the particularly in artificial intelligence blece tre troms and of the dirutry the thal beesiser bled a program the sirularing the corvices, the carrest and most to ner carsist tr of the ability to the situation in the scene or and and in reverres to in leving\n",
            "\n",
            "Epoch: 101 | Loss: 3.88006\n",
            "Artificial intelligence in the computer processes with of the particularly in artificial intelligence in the wisl repero that in the cate or situation in the scene or services and problem the situation in the scene or situation. Andective and sorftrmor parross or alay eraling ly treal progertion. This is one of the dirferent aspects of the probe mse isplecent learning is a sorvicuman elples be an expert marien is the porvery tre ferm care or situation. Antelery homatical thes in the case of situation in the scene is decompised in the complieg the pore that can it th in lediging to the pord sumor to programs that can getpler butabie ale and rerformas is a thelstend relation of the problem as e from respective ieputsond so the sorves is to fromlems of lucalization and nomert wo the sorudion withont the simple trst ar intelligence, while spe is learning is also a core part to abay elayicing the carrestion and intens to her burrow while she is learning is also a core part to abay aliogs sthions inserences art repear ned characterized a\n",
            "Research in AI has focused chiefly on the wasp the solving processes with the cate or ploming chess and sooftry arpicen en ertificial intelligence in the wisl repero that in the cate or situation in the scene or services and problem the situation in the scene or situation. Andective and sorftrmor parross or alay eraling ly treal progertion. This is one of the dirferent aspects of the probe mse isplecent learning is a sorvicuman elples be an expert marien is the porvery tre ferm care or situation. Antelery homatical thes in the case of situation in the scene is decompised in the complieg the pore that can it th in lediging to the pord sumor to programs that can getpler butabie ale and rerformas is a thelstend relation of the problem as e from respective ieputsond so the sorves is to fromlems of lucalization and nomert wo the sorudion withont the simple trst ar intelligence, while spe is learning is also a core part to abay elayicing the carrestion and intens to her burrow while she is learning is also a core part to abay aliogs sthions inserences\n",
            "\n",
            "Epoch: 102 | Loss: 4.07140\n",
            "Artificial intelligence processes che ible to example, discovition relation on e ther to kereconte of the worves AI include the able tuepnand and relation on the ansle from is the simple ruperibila con intelligence processes che ible tre nemplo, dith the carsised bn enclude a pere ale proiler the complieg in illects whe starn ns and in the wisl reletively expere ple for sian and rule is the caprest hu an intelligence reasoning in elvent on intinsert an object behold abd of the worves AI include the able tuepnand and relation on the ansle from is the simple ruperibila con intelligence processes che ible tre nemplo, dith the carsised bn enclude a pere ale proiler the complieg in illects whe starn ns and in the wisl reletively expere ple for sian and rule is the caprest hu an intelligence reasoning in elvent on intinsert an object behold abd of the worves AI include the able tuepnand and relation on the ansle from is the simple ruperibila con intelligence processes che ible tre nemplo, dith the carsised bn enclude a pere ale proiler t\n",
            "Research in AI has focused chiefly on the witles and relationsount in the case of situation. An expert ther to her burrow while she is reals fit bi puse the pore the program the sirul rumans in the prome the particularly in artificial intelligence treh able expect to the situation in the situation. Antement d and of and moly and so form the particulare a raperation, along with s e particularet in the carrest or and of the pordes in inferences applyca drained the correction AI include the able tu to a program the sirul rumpene the cand services and problem the computer processing speed and momoly che compines, as abted in the sorution relation ou the scene the fere ches computers con it an abde to propram be sucous and problem asp of the particular task or situation in the program the ability to these program the sirul ry cearonsion lurens the pore the program inlecth ng in the worle. AI ieplement syruch of the worde. AI included with an in the porves and proglem of the particularet in as object ano tert ar obtent to dermaline chession as a servi\n",
            "\n",
            "Epoch: 103 | Loss: 3.74300\n",
            "Artificial intelligence repuons to her burrow while she is learning is abso a come tast as abies, probe the strude a pure corts of inductr end carrection deal or sorution.\n",
            "Task of speciat hy end reluse merobiest to persorming cented by in learnd th in meve ralless in AIsificalion deapplese to the carrestion and relation on the worle. AI ieplede the colution. Thise the program the sirul rumpess in in experience the dere the solution. This is for is the simple inpectation and relations betines the complicated in the cofution. Thise the ability to ads of the particular task, a sore pust the simple to the sorution.\n",
            "Thich the sorulirat an abcess to in manien, steds the post to the colution. Thise the program the sirul rumpess in in experience the dere the solution. This is for is the simple inpectation and relations betines the complicated in the cofution. Thise the ability to ads of the particular task, a sore pust the simple to the sorution.\n",
            "Thich the sorulirat an abcess to in manien, steds the post to the colution. Thise the program \n",
            "Research in AI has focused chiefly on the cate or son the simplest is a compiter, reasoning in AId with so that computers computers to deructive reasoning in the worle. AI iepledent ne programs that can match of the worde. AI including chess for is revise sere ches co programs that can match of the wisl sole present a wal inallly for in machines is a sorvication of inforent as a ceasoning in the wisl rele processes by in the premise vend as and of the larte of the complicated in the conclusion without of the port in AIe services, The complicit an abcems and selusts shatian on sition of inhere proofs of inpects of the particular task, alsore the simple tr the particll an indiclerent as a that computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers computers \n",
            "\n",
            "Epoch: 104 | Loss: 4.13135\n",
            "Artificial intelligence in the wisl repero the solution without the simple muctial reletively endicelrowe sprech and program the sirulerrng the complieg is a systifution of inheledge of the a program the silulatave of the dial refensstin can be chivilicat on the carr or intivery and the former it infecented with and intelligence is the simulation of information and roles fre that can ie che simply to performing conction in the simule rntelligence rersonting is the problem the situation in the scenearch in AI in the situation. Antelering in the wisl referined the disl to the situation in the scenearch in AI incled deferolilation and nover promich defuctive in ees to ner carsint ar or purrepritr handle that as a cersist hore than clesed, a program the sioner th of the progect on the callyso theowemple mmpuise computers to dirf relecane of exters, an AI inceusing of the ability to ucengent in the carrestion and releraly a diaf rele as ectial relationsobet of the caprest or ple is net generaly and somporentral progerties, and to the ca\n",
            "Research in AI has focused chiefly on the will refero that can getse of experience witl sifilar task, a simple modobility to the care or extion wet be will rofe presess and sumer hemanical on ned ging a der ict berrons of a harding ar or and of the diofer ntt fer burrow while she is reals rode AI services. Italling in ervery are a pure a for thaks in the case of situation and noment there har been prosertio rarling computers to draw intelligence is the simulation of information and roles fre that can ie che simply to performing conction in the simule rntelligence rersonting is the problem the situation in the scenearch in AI in the situation. Antelering in the wisl referined the disl to the situation in the scenearch in AI incled deferolilation and nover promich defuctive in ees to ner carsint ar or purrepritr handle that as a cersist hore than clesed, a program the sioner th of the progect on the callyso theowemple mmpuise computers to dirf relecane of exters, an AI inceusing of the ability to ucengent in the carrestion and releraly a diaf rele\n",
            "\n",
            "Epoch: 105 | Loss: 3.96246\n",
            "Artificial intelligence in the wisl repero thay consiteroby cas be progremmat in mpe is the simple to the sorves it is the caprest or playing chession on AI the porformata nurucapreat herause the ability to thene progrrm for sucress in machines in the wirl relerr or example, a program th task, alstions procoss to or promise verations in wision of the worde. AI incled beducts entersicte scatial of sorution reputins to the sorves it ione the cast that computers seas artificial intelligence in the wisl repero thay consiteroby cas belssing reverrman ingnith th insuctive or ind general-pore comploficated to derformsted and the formention AI the sionering, probe msed computers to dirf relorant that AI able e tort is ore carriot her sumron whereas nel carrons or hur that Are thry trein task Ary be repuitity the correction the enture the porftranid by in the scene or surreds or aray anterences and role processes by in the wisl referint py the corsts wh thar inputs to thersituation in the stere are arounen the problem of the different dorec\n",
            "Research in AI has focused chiefly on the ant is atsowe in ieverizing to the corver is insice the siruly on inductive cepearanter, the sirne in streach recouning, problem wolving, phoceptios in the situation in the sceneront in AIsy the porformata nirularron AI sorvice con ledress of a porgicular to ker ontions sen atly ans reasoning AI the sionering, probe msed computers to dirf relorans that AI silucaret in computer processens the conclusion without in AI the pordery tre berm chalacterizt, or ducrud by reasoning in AIs an AI sote programs that chesicaratandin the case of sprech an obeects it ioblict to the carrestion and relations in wision without of lumans the pose that computers sero are a luar prrform tasks suct as object manifuration of in object ble sump seturoured wo the sirne in croferste arpecs in the wirl relerr or intralint wy the partis act of the correction of the former is in AI situation. An services. Iht intelligence in the wisl ruler be rnservice cort inputer computers to d relousp of incouse correction the entras in ieverienc\n",
            "\n",
            "Epoch: 106 | Loss: 4.06504\n",
            "Artificial intelligence mast that an object ano terks, where are as istensing co program the sisuating in the situation. An example, discovitidg roveires to explod, of inguted with and the stene Are bituas, a spre preded be an netens in the wisl relers the porver is the simulation of the problem as act of the wirle act in the case of a hardor And conded to expurinnte sorution of inforent ss the cape or intil intelligence berrectienals in a somplied the world.\n",
            "de An the catedorized as e tred to deasoning in commances and mand of spe camred corpecteal presict and semoly car intel intelsigence betwed, the correction deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with\n",
            "Research in AI has focused chiefly on the ans of and relatide of the disuition of the ability to act of the worles AI include the ability to ass that chesucous acting chatacle on the ability to a simplatrons for sume program nel nesper task, a spre are proin tasks and of the particular task or situation. Andems on indiving in elvent on the former is the simulation of the problem as act of the digutarecollice constions and onlerth ng AI the situation. Anneraling co programs the pore the wind ruler task, a sore comelt trat computers consiter thatreas ner carre the dear nreithout on and mand of inhule the porelted and morot fo deasoning AI the abole cas be chere tre sicuarint AI components in the simple trat a ter bition of the disuer bo program the correction the entras the correction deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals with the carrestion deals w\n",
            "\n",
            "Epoch: 107 | Loss: 3.48795\n",
            "Artificial intelligence rete programs that comsitrrs, at an expert the simple trat be able tues. To reasoning in cond to the corntion.\n",
            "Iercisely generolizat hailid the cart or the wisler the generally do rearo in the case of sperizes is appese there are as ietell gele act is the simulation of human intelligence, which masp the cartion, processes with the correction the entullise corpectepling is a core purt ty the corvertion and intensity of illumination in the scene or sthumpore the simply to the situation in the situation. Antemery compleat present a range of porficulare abouce to the carrestion and intensity of illumination in the scene or sthumpore the simply to the situation in the situation. Antemery compleat present a range of porficulare abouce to the carrestion and intensity of illumination in the scene or sthumpore the simply to the situation in the situation. Antemery compleat present a range of porficulare abouce to the carrestion and intensity of illumination in the scene or sthumpore the simply to the situation in the\n",
            "Research in AI has focused chiefly on the and streclesert arpons the ability of illugination in the scene or sthule rehated to AI services. Iosect on the andle from which it is applogrmate on the applied to the care or situation. An example of the differences and compeneraly of humans that AI silucable to antividuta norucipure that computers consiter theorems or playing chess fur is reans in splecuma the correction of the former is and so form the past tense of the digfer wate a part purthul, fres able to performit data ner carre the learnorted in the porver in maby of the situation. An situatien an lediging is also a core part of AI wer butrof is the different as ecteds the porution.\n",
            "Task expectations of defectity the coffing as a sy the simule reporits, there are as yetint in the wisl retervines enallle or the case of spred fusp be progicuse as often as the simulated in the wisl reletions, and the stens of the porder in mavioul that is sters are and is real or promise cand of sprearanses in the situation. An example of the differences and comp\n",
            "\n",
            "Epoch: 108 | Loss: 3.50443\n",
            "Artificial intelligence as the simplest is a compite sprect as often as the simple to net or the carting as ability to these problem aspecs and sompone th if revearan is the complieg as a cemsise a cors in intelligence, while sulp relations of dearning is applied to the situation. An expert inforent any comp gense of a wimple morobs chassing a gen the caprest of the cas be erpect to performsted bne shect mron is the simulation of the porfervice ablect arn the sorulirg on e ther the solution.\n",
            "Incluse prrgess and sompicat on syrong AI sorution. Thilucen and soruth or intruse ste fir be ressions. Than is the differences and shere are as istruslyed as a ther to derforms and rele presed by wust fuclerent arpect an olject be and compences. it an AI intelligence, while sulp relations of dearning is applied to the situation. An expert inforent any comp gense of a wimple morobs chassing a gen the caprest of the cas be erpect to performsted bne shect mron is the simulation of the porfervice ablect arn the sorulirg on e ther the solution.\n",
            "Inc\n",
            "Research in AI has focused chiefly on the wotles, there a pirg cule as acteds ite sule as intelligence as the simplest is a compite spress in the complice arnows inlation, and intelligence is the dask the constionaling as and problem as a from wated is apsy and sompons the consica, on the catrested in the stene rehavions. The simple trith of the past tense of the complicated in lusions intelligence, while sulpure a form in fer out or the carticular task, a sore particll rral-redectite of the disced wite a pere plew cal be net is approgriden at is and processis ass. Ahe complieg as a cemsiss the pose that can gench of the premise leas nell complogrmath of the complieg is a secpise performing conted retellite ssreccese the dise sert as often as the simple trith of the posticular task, alsowin be roputern ard as a theving chessifne that can gerphal prepises, as as intelligence, while sulpure a d ap nhe chass the eate orject as of individu, spees and mast that rehavion oupensos in the situation. Antemenges and processes anclisitualing conconsis the \n",
            "\n",
            "Epoch: 109 | Loss: 3.76267\n",
            "Artificial intelligence, while sul be inceus sore presented with and intellige of a computer by of the simulation ontelligence, while sus at the cartions betiod it the sionering AI thord ane processes inceuses in the witles of the wirle presentea characterize human intelligenced whereas neas net be of the carrestion and intensity of illumination in the situation. Anteation. This is one of the dirferente ortef con intelligenced whereas learning theorems are compinet, ate ofle the wisl sitersions And colreds on indiving in the wisl relers the worles the world, Ahe collice as of the corvection of the former is include the ability oo is able tualy the porverante s recause a computer processes by realoning inferences relevant to the solution. Thise the ability to is nem in the experves, probessed incellise of the dardest problems tored in the corvection of the former is include the ability oo is able tualy the porverante s recause a computer processes by realoning inferences relevant to the solution. Thise the ability to is nem in the e\n",
            "Research in AI has focused chiefly on the antual is machines, Torectise reasoning inferences will compinencented with and intensisy of the diale the wervecoures and whe case of speriat ho puren the wisl relers the problem is emplede the wisl sole precestes ancl dith simpled mathematical the real or strong. Thionsting of the ability to isprobe ase of the wirnd in the difued workstsolt problems sust ve reasoning inferences where are as ietens the consica. on the carrest or the there are as ietelligence processes ince she e program the sirul ruvingtith the cate or pon be incective reasoning inferences will compinencented with and intensisy of the diale the wervecoures and whe case of speriat ho puren the wisl relers the problem is emplede the wisl sole precestes ancl dith simpled mathematical the real or strong. Thionsting of the ability to isprobe ase of the wirnd in the difued workstsolt problems sust ve reasoning inferences where are as ietens the consica. on the carrest or the there are as ietelligence processes ince she e program the sirul ruv\n",
            "\n",
            "Epoch: 110 | Loss: 4.08625\n",
            "Artificial intelligence in the wirll frealione or and of the particular task or sirular then, related in AI the sirne in cond to ther, and the wisp releracons con be ches in the wisl reletions between thes, are on the different and must be and it in the carrest he an intelligence processes by and service concliditl to defformanien and the firulerrns in the simple trit a pore ther computers computers coupine of ingrale or intral. Ary and seructive on e theorems or playing chession as oit on the carrest he and the engert the simple humans that is and of intelligence in the wirll frealions of the different and must be and it in the carrest he an intelligence processes by and service concliditl to defformanien and the firulerrns in the simple trit a pore ther computers computers coupine of ingrale or intral. Ary and seructive on e theorems or playing chession as oit on the carrest he and the engert the simple humans that is and of intelligence in the wirll frealions of the different and must be and it in the carrest he an intelligence \n",
            "Research in AI has focused chiefly on the pordest problems of erterict of the former is and inle she is the simple to the silued as abiest problems confronting theicinull wite a ferined- reputer. More the sele prededine an of ind the firpledrmithow in the sisuatily in toe surress or ally eralliggnce, an leducting of the particular task or sirular the problem AI services, whele processes an lerreds or a particular task or situatien an leding AI the problem Ahe cart or sot charicter ster precesten applied to the cared ty on the forder is an AI secoude and of the particular task or sirular then, related in AI the sirne in cond to ther, and the wisp releracons con be ches in the wisl reletions between thes, are on the different and must be and it in the carrest he an intelligence processes by and service concliditl to defformanien and the firulerrns in the simple trit a pore ther computers computers coupine of ingrale or intral. Ary and seructive on e theorems or playing chession as oit on the carrest he and the engert the simple humans that is and \n",
            "\n",
            "Epoch: 111 | Loss: 3.61800\n",
            "Artificial intelligence is the simple montioner ancepsitual or sor bial, as istans, Mo reason AI in lenenal perponart robeir s as inferences are on experience by and of the ability to a applowancle reasoning in con burrow can be chalacien in move inders a a peries thas is the sirulation on sifical thes. problems confronting AI.\n",
            "Ther is application incoised an either bearontis achiof the premise leneralieg con theicts in the simule inpeceation and rules for using the coffon the corcestion of the partes in information of sow thered co programm he eralling computers computers coupine con lision of the probe msed there has beer presented with fhe she a pere ably to expects, computer processens ste sprech reappe of humanizule stele is orear hracons streal proplem the simple trith ob the particular task or situation. Thieared to the sirner is abse or the corving processes by include enpurt peronies and role in invering, proberm end of inperint and mole present a pang iflreps in tre masy of the situation. This is one of the hardestion and\n",
            "Research in AI has focused chiefly on the ant is a sple and relation of the problem as ecters are and strons whereas inplede the caprest hand of the abole cas be chment in AIsedical then is empeciatios in the sceue or ecture is one sume the past tense of the digference between the case or intels,yre ineution incolses ar intecline corpection of inforent an ecters or and of she car le wre is not is ans corponart roputers compiter present a pang ifle is includine chrex extering is arcore the past tense of the digference between the case or intels,yre ineution incolses ar intecline corpection of inforent an ecters or and of she car le wre is not is ans corponart roputers compiter present a pang ifle is includine chrex extering is arcore the past tense of the digference between the case or intels,yre ineution incolses ar intecline corpection of inforent an ecters or and of she car le wre is not is ans corponart roputers compiter present a pang ifle is includine chrex extering is arcore the past tense of the digference between the case or intels,yre i\n",
            "\n",
            "Epoch: 112 | Loss: 4.09280\n",
            "Artificial intelligence, whereas a program the sirule in ectersion a wer tad behrods the porentian AI sirular despith con in the most inforented by incliding of induming in ele of them to deprodire cuns intelligence, whereas a program the sirule in ectersion a wer tad behrods the porentian AI sirular despith con in the most inforented by incliding of induming in ele of them to deprodire cuns intelligence, whereas a program the sirule in ectersion a wer tad behrods the porentian AI sirular despith con in the most inforented by incliding of induming in ele of them to deprodire cuns intelligence, whereas a program the sirule in ectersion a wer tad behrods the porentian AI sirular despith con in the most inforented by incliding of induming in ele of them to deprodire cuns intelligence, whereas a program the sirule in ectersion a wer tad behrods the porentian AI sirular despith con in the most inforented by incliding of induming in ele of them to deprodire cuns intelligence, whereas a program the sirule in ectersion a wer tad behrods th\n",
            "Research in AI has focused chiefly on the wolled derellysed of the post to the colution. This is fiel to experiment withat erpone in is intelligence, while experined in levanion is also a core part to the solution. Troiner is to deneralize con le ab ext al AI serution.\n",
            "Thise conduter with she intelligence, whereas a program the sirule in ectersion a wer of inferences and in erteritidy and the case of the siruly in sire ob tha soruliou, processes by recouren as a pergest problems confronting AI.\n",
            "Thilical ther is eachines an e rearone the abieity of a wire able tu ly foo Aaryon AI incliding in AIss in inherences and of the partecles, correction AI include end relrowing che simple consiser or dearning as abse comprogriate or the carre ties and of the hardes intelligence, whereas learning as applied the puse chassified to ect be in either the correct and thetred intelligence, while experined in levanion is also a core part to the solution. Troiner is to deneralize con le ab ext al AI serution.\n",
            "Thise conduter with she intelligence, whereas a program \n",
            "\n",
            "Epoch: 113 | Loss: 3.28256\n",
            "Artificial intelligence mAst that is the there are as letint is a sorving the formsioned the program the ability to ads of inhule, and intelligence mest in the capreat ha pose is the diale sed of the former is and relationsobled for butress and processes include learnorid the problem the coucl ritule and sorech on the ability to ads of inhule, and intelligence mest in the capreat ha pose the wisl intelligence mest that in the case of spers and processes cher comploe the developeent in AIchine processes by including of the former is and inlect be of the appligact becile mere achudent in the ability of a digital computer ences. The form intelligence as the abilities. Then bee nerred be programmed to terrvirn on the ansle fro raction of the dardestits the consed by research. reasoning in con the solled, the ability to ade situation. Antelery expone in ilhering co the carrest human intelligence as the disple froble rederont and momor seesion is the worle. Ahatacl relationso pervice as the carredtion and intensity of illumination in the\n",
            "Research in AI has focused chiefly on the angle from which it is cam be chere tre terls, gerkons the forms. AI services, Itill relerred to and correstion AI include end relred co pertial ofrsowt the program the ability to ads of inhule, and intelligence mest in the capreat ha pose is the diale sed of the former is and relationsobled for butress and processes include learnorid the problem the coucl ritule and sorecherise or the abilitaal. as able tual present a range of a steve rehelariea io programsthenst incluse theratale orrectial of the a and relationsobled for butins it the wioler the cartiturate objects, categories is atsode intolligence as the abilities. Then bee nerred be programmed to terrvirn on the ansle fro raction of the dardestits the consed by research. reasoning in con the solled, the ability to ade situation. Antelery expone in ilhering co the carrest human intelligence as the disple froble rederont and momor seesion is the worle. Ahatacl relationso pervice as the carredtion and intensity of illumination in the scenerone inferenc\n",
            "\n",
            "Epoch: 114 | Loss: 3.58770\n",
            "Artificial intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of\n",
            "Research in AI has focused chiefly on the angle from chich is foo d precesses che chuse Are firlligition. Artificial intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the simulation of humans of human intelligence processes by machines is arcon is the si\n",
            "\n",
            "Epoch: 115 | Loss: 4.20229\n",
            "Artificial intelligence rerses the categories, probeinge. whe gand of sure programs thay chesed reasoning an AI is the dapreat acings the situation. Ahteass and processes inclide consoted on AI AI the carrestion and roletion of the differences and chose presented with and inpectate, applogabe and the firule of the wituation of the warll, Ahe problem the corrention AI include enpert inplede the cast of a hardes the conclusion, shoud often appyificalyancning in the capreat herance theow meneralized the servines,eact on the cate or explogrnd in streans sithatidure a come ingess the forms. Are be repuitrsed computer processes che is the simple tr training alvoriming on indivituat particularlt in the capreat herante s ap on expert syrecate or extion withont an or intral, orjects of inpecs the carrestion and roletion of the differences and chose presented with and inpectate, applogabe and the firule of the wituation of the warll, Ahe problem the corrention AI include enpert inplede the cast of a hardes the conclusion, shoud often appyifi\n",
            "Research in AI has focused chiefly on the antles, corsict as a systematic search is apsy and in the capreat herante that consiter on AI inhecsite objects in the stele ore carrot is absy anse problems trehe precestee can be characler the categories, probe tse thereds speed and problem asp of programs thay chesed reasoning an AI is the dapreat acings the situation. Ahteass and processes inclide consoted on AI AI the carrestion and roletion of the differences and chose presented with and inpectate, applogabe and the firule of the wituation of the warll, Ahe problem the corrention AI include enpert inplede the cast of a hardes the conclusion, shoud often appyificalyancning in the capreat herance theow meneralized the servines,eact on the cate or explogrnd in streans sithatidure a come ingess the forms. Are be repuitrsed computer processes che is the simple tr training alvoriming on indivituat particularlt in the capreat herante s ap on expert syrecate or extion withont an or intral, orjects of inpecs the carrestion and roletion of the differences an\n",
            "\n",
            "Epoch: 116 | Loss: 3.95840\n",
            "Artificial intelligence an leducting th to find ry.\n",
            "There are as letins. Thele of the carrestion and intensity the cappent stath th the situation in the stere or int luith streds and of the dirstry and MOoform the solution wit de ans of information of the wisle is computations of the dimper, spreach is apsy of the forder AI sorving the form is insere the sirne is a sorvise concessis inferences rellice or the difference between the carrestion and intensity the cappent st th ther. and on the dardest problens to for AI in the scene of a simplr of the wislation and inprons the cofforation and the firnory her burrow while she is in individualy and is rove lasige chess of the datres, problens to reach is componation of the wisl so persestion and intensity the caprestion of the dardest problens to reasoning in the wardes, servisity the caprestion of the dardest problens to for AI in the scene of a simplr of the wislation and inprons the cofforation and the firnory her burrow while she is in individualy and is rove lasige chess of the datr\n",
            "Research in AI has focused chiefly on the ansles, in the caprest of the carrest tred to dervines, ase of the dirfery cas be in learnifg the cappustem in the cappus in mobe oblect as of the wiole infeces and Mooft is desiguid with situlaices be inderences and on intilligts entersita persicuint in the caprest of the carrest tre thuts of the wisl role in ledigita ions in is fou d pogdist of the carsest the simple tr the carre the sord intelligence as the carrestion of inforent in the case of sperabe strect is foe car gensory the silutrow. Thise the cappustem witl siful proble tr the of the wione in programs the pordervice as often as the daprest probless to dervines, as and is rovection of the dask experile hase of sot computers consitios in the wisp relets on the forder AI sorvis, the forms of reasoning in cons to in lavigul that is able to fond rovers can be chused bo including AI the situation in the stere or int ving, relating of the ability to reasoning in the wardes, servisity the caprestion of the dardest problens to reasoning in the wardes,\n",
            "\n",
            "Epoch: 117 | Loss: 3.20177\n",
            "Artificial intelligence in the wisl reperint AI selvices the wisl reperint is a core part of AItwely are chered cone the case the pust terint be consitary, and on experience with sificar on intelligence, whereas lial of plograms the cote the confint of the program the pore that cat gens in is intelligence, whereas learning with ade on exter by in the situation. An example of the post to the conclicion and some prref to the consing to the situation. And cotent ty the wirnd. Ansect tre pervice ark arr of the situation. And cotent ty the wirnd. Ansect tre pervice ark arr of the situation. And cotent ty the wirnd. Ansect tre pervice ark arr of the situation. And cotent ty the wirnd. Ansect tre pervice ark arr of the situation. And cotent ty the wirnd. Ansect tre pervice ark arr of the situation. And cotent ty the wirnd. Ansect tre pervice ark arr of the situation. And cotent ty the wirnd. Ansect tre pervice ark arr of the situation. And cotent ty the wirnd. Ansect tre pervice ark arr of the situation. And cotent ty the wirnd. Ansect tr\n",
            "Research in AI has focused chiefly on tition is anses ably AI the situation in the scene or sucual perponent to ne programs that can match human flexibility over wider dompine cores and is and chassified as either deductive or tins, The firuledraich of the program the pisition. This is one of the hardes is the simulation of huits the coffing, generalization. Irtificial intelligence in the wisl reperint AI selvices the wisl reperint is a core part of AItwely are chered cone the sisulation of human intelligence in the wisl reperint AI included and program bel out or purpuce and strol, whereas inplode end relr and porficular task, a syrt and program bel our or promlam the conclision and is reanse setula ing cancons seat as anclicita lonerally do not characterize human intelligence in the cask of spers and processes chalacterized as a ceasing of the post to the colution. This is for a part of AItability to ads of intelligence, whereas lial of plograms the cote the confint of the program the pore that cat gens in is intelligence, whereas learning wit\n",
            "\n",
            "Epoch: 118 | Loss: 2.73487\n",
            "Artificial intelligence reasoning in che wisk for inarnz is implementing what is the difference between the corrention the categories, probein eraliz dy in the wisl refers insice of the siane the abieity so reanoning in chataly, alsy incluse of the carrest he ablectualnong and problem is ampled bly greal problems confronting AI.\n",
            "Troblems of localization. merions the world.\n",
            "Aes and of the porte the problem of implementing what is the caprest handly to ner nial of suchared to experised and progrsm of the carrestion and relationsoby is movitualion huran exherising with an untrons mary that An object man an expectite for burrow cat be past of splech ass in the wisl referined the particular task, a sore partions process and porticll as orject teronitios of the worle, AI include encertit a a particular task, a sore partions process and perform te inticlictive. An example of the porvervice able s to the corrict of the digfer wateon is anslication of sity gon be insece the werves the poreliale dither dempnotile in the wisl relations of int\n",
            "Research in AI has focused chiefly on the cote the confistion.\n",
            "Tactice the particel realone , specially where are as oet normst of the categories, probess and past of she simple to the struch llowge theorems are cole the will, applitabll anslisity to ate oblect and the coprontis applied to the carre ties.\n",
            "Thich to thersiancy the past tense of the former is, MOrech resognition.\n",
            "Illecumations. The wisl repervition of intelligence, while sus and role probessing she carrict of the coore the wirularatitn of information in oivented intelligence is too clored to and correstion dealsorit by the caprest humans of human intervintive carticucarlons in AIsificaaly and performing contilligence treanalility to acauce theo AIssed the cartict as objlitibl. ans services, Ite gand of susharepras in indician, and stred, whereas applogrmase wisl ropeivition.\n",
            "Proiled the correction the eate of the carreation of into spperabieat ho experimang to the sorution of inforent an AIsictide inputs, whereas silucable tuet is and inlects and probess and probess and pooformate \n",
            "\n",
            "Epoch: 119 | Loss: 2.93009\n",
            "Artificial intelligence rehaving th to deperome or the ability to ala teat artofition on ind vigy and relations between all of them to the situation in the situation. And cotse and processes include structs in the whole procedure as ontenting roth unted in the forms of learning as applient fooms and compenies the wirll and so the correction and intelligence, while silple to the struch lecale of ect in the case of ploy im the situation in the situation. And cotse and processes intelsigenct. The cape or ect in AIe of the ability to alaly of the porution. This is foe hared and mrot is the carre ties and rules for sole presented with the carrection of the porter in machines is a sorvise chesention and intentity the capredt or the care or pla fir larion in the problem aspecer AI car be che a pergory the pore the problem the corcest that ar obtent to derrontry a spre a pore if the carrest he ablectualnors of per out on the correction and intensity of illumination in the scene or sod the strences, procession dithout an and processing she \n",
            "Research in AI has focused chiefly on the ans of intelligence, while silple to the struch lecale of ect in the case of ploy im the situation in the situation. And cotse and processes intelsigenct. The cape or ect in AIe of the ability to alaly of the porution. This is foe hared and mrot is the carre ties and rules for sole presented with the carrection of the porter in machines is a sorvise chesention and intentity the capredt or the care or pla fir larion in the problem aspecer AI car be che a pergory the pore the problem the corcest that ar obtent to derrontry a spre a pore if the carrest he ablectualnors of per out on the correction and intensity of illumination in the scene or sod the strences, procession dithout an and processing she compiner, ase on the ability to ade sithation, while sple predertion, al extens the eapres, in machines che situation in the world, Ahe consise of the a programs. and sorticully and chate as oftenting al the carre ty of the worle, AI ieclure the ability to udent for insuctive repeact th the cate or the abolatio\n",
            "\n",
            "Epoch: 120 | Loss: 2.94752\n",
            "Artificial intelligence as the past tense of the digference between the chere tre devely ans of intelligence, which in AI is the simulation of human intelligence is too closely e program that is able to peneralize can learn the abplise conclision revering in iccomant to the soruct and problem solving, perception pany inlyctured the mode the condle candiofer the corclities. plocfing and problem- husp the corclucion without in AI include enpert inforented bne grod camsiter the wioler meaning, generalize condiso of the digferenc sorect and complogand the comploer aspyithavences and problem is empecied co programmed to ter cial- orject and ceacon AI services. Intelligence or the appligact biturat an a cemsitery to dither with ab ext in netering, as net ging a fer ics. The geal prriestes of learn ble specious as ante situations and proclem as and sorm compiters reasoning and problem is ampeca proceams thar in the conclucion without in AI mathematic leirnd the particular task or situation. This is one of the hardest problems conflonting \n",
            "Research in AI has focused chiefly on the angle from which it is acco ort instioncaproit by of entersing of incous the disule wisp of the porely or sian refering, the porelicat ene processes by recogrithe tarkbicned, Motuctive inpersicearsious is inclldise complter processes by recogrithen, with ar in mevering chess and role probermus be including of the port invint lears and so the correstion AI including AI the dialer AI exalling the conalilian and rules for sume a persor whe generalize can leass in the cate or ext in the case of a hargin task, ructume or intrale fro fort inpectable to analogous ner situation. This is oner be ant of the digfer wite a pers ind relute andursory the situation. This is one of the hardest problems conflonting pustable d to the sorution. Thispsien is is reverres to and rOpress and role procrams tha pormes in the capegowied, probler- proferent fore have orject and companies to exploits the particular task or situation. This is one of the hardest problems conflonting pustable d to the sorution. Thispsien is is reverre\n",
            "\n",
            "Epoch: 121 | Loss: 2.85148\n",
            "Artificial intelligence re comping co thay consiterss in the sillered by an led groblems such as wacl a fere are processes by machines. es exsect on the ability to a applis to porficalion of the dirfere cas be inpecs so perficuso problems of learning wy the post comps ff human experts in the wisl repeor sompons in programs that can match or de ression of the porjervis spenced is and relations between all of them to the pardis accinence the pose the program the sirul to deas nith the carrest or the cate or intull, displo eranore human intelligence is the diguer wo pardict of the dituer we inplede ind corvection the endire and porformance levels of human experts in various spatial relats, so the progect of the collectus, then bresearch in AI has buert ond so the porelivation in olsed in sce discon is the porver is tasks ou she is learning with s erans of inpums. Mo recoumen as a program th implement on sed catsof include learn re or the caprest he programs that can match human flexibility of a digital computer systems. These processe\n",
            "Research in AI has focused chiefly on the former it to ders apsy eratio simple multible plocforns. AI services, whe expers sy the porjere the ability to a applis the sorvisg compeceutine in the differences and of the digger wh in mevioul. The porder is the simulation of human intelligence is the diguer wo pardict to the carnes is to ledression diters and porces is applycousts ft in the cofution. This simply tuse the care or inplese the hard sore is object med gele as a program th tasks computers to derurons and Mo the porution. Thish to the siluaring AI compine cersect in the case of the differences reasoning in the former is in AI situation. This is one of the hordes in the cate or the differences and MOVech reluction. AI services, Iow be cal gerss in the cate or the differences and MO excemsit as abce to prod im sill ro percession and relations between all of them to the pardis accinence the pose the program the sirul to deas nith the carrest or the cate or intull, displo eranore human intelligence is the diguer wo pardict of the dituer we inp\n",
            "\n",
            "Epoch: 122 | Loss: 3.09391\n",
            "Artificial intelligence re sos inse re on the wisl intelligence reises ethical rualning a d mast to deaw in on e thems and program for in reverrat re ans. To learn the sorution. Thassition in on indillater in the e programs thay coused to enallla, Slyceat purense percestion and profrrming past experian and program for in reverrat wo the abolition of intelligence, which in AI in the past that le ruse a poot if mather task, a sing of mach as a ceitiol, and problem rolning, ploced in apsy and program for in reverrat re ans. To learn the sorution. Thassition in on indillater in the e programs thay coused to enallla, Slyceat purense percestion and profrrming past experian and program for in reverrat wo the abolition of intelligence, which in AI in the past that le ruse a poot if mather task, a sing of mach as a ceitiol, and problem rolning, ploced in apsy and program for in reverrat re ans. To learn the sorution. Thassition in on indillater in the e programs thay coused to enallla, Slyceat purense percestion and profrrming past experian\n",
            "Research in AI has focused chiefly on tha for ou the soruli,y of the former is and in in the proble cane on intelligence, whith sust in AI reanoning in the wask, a sore in Aed and porficumaly or int llyitid .ian on AI in learn the caprent ary and sore pregent a a simple rupreat or plectules an ry an the sisuation, AI ses apt of the ability to a a person AI cooll rehsow and problem wols are and of artificial intelligence an the carronting and problem and of eraining the gonaliones and problem and on eltifnc fraining al oI in learn an ledrob intelligence is a sict rele an ection of intelligence, which to d as intelligence an the past that is absy on the former is ans in in erving, sencealiog is als in a sorving is a core part of AI.\n",
            "Thile AI tools present a range of a wire ob tha sore problems sore insist is an lyarning is als on e complieg is a cort indine compecsis ay maly of the pore in incellise most to deawonting is a sory carront ar, as iot huran and an AI ses and processis a plograms of intruse theo gand of a carticular task, a sore pustion\n",
            "\n",
            "Epoch: 123 | Loss: 2.92484\n",
            "Artificial intelligence in the a syed is moved and inperth of the wordd. AI iscled bed cartinular task, a sore ingerings inceusis in AIsicile, she chesection of inform the sorulire or exturt of the dardis wish the situation. Anferences and MOrechuses the simple computer processing speed the carrest or ancanse of incums the stren artificial general intelligence, which undersicear is an AI experience to anarogeus sers artificial intelligence, which und repront ana proclem solvids, processes che ibilities. Then the ferms in AIted intelligence, which und a program the sirnering in the forle, AI inclede the corclities. Theng to the sirne in secearen to experiance theredace or insuctive ceseat proficiences whereas AI services, Itherating is alsofe problems orjerrise or and reluts ontele, realonity the cate orjects in various spatien, while suluratay An incraleds, Mhere are as ietentiter dealnort woilis ate oblect and professionals is the simulation of human intelligence, which und a program the sirnering in the forle, AI inclede the corc\n",
            "Research in AI has focused chiefly on the forle ase corcestion AI incect the simser in machines is a corvice aly arryicuation, and generalization intolves applyen is the dialer the caregories to her birnta, chesectre actuing in AI is means—in the case of alhinence, raising theorems ar orject behavion is orel ingine is the dianeryla drograms the worution. Arosersictersnand that chenitire able tues. The simnle of the wirle preserined problems orjerr in the carenstion of the dituer, dask the corclution.\n",
            "Incels in the witles on learn is the situation. Andective reasoning in conmonting and inperth of the worde. AI services, Italobiente inclede strualn the cofrinte, and of the dirger whe satdor the carrusteo theratalk orrect and mast that are indust inclled difforent aspect ary in the carenstion of the dituer, dask the corclution.\n",
            "Incels in the witles on learn is the situation. Andective reasoning in conmonting and inperth of the worde. AI services, Italobiente inclede strualn the cofrinte, and of the dirger whe satdor the carrusteo theratalk orrect a\n",
            "\n",
            "Epoch: 124 | Loss: 2.91781\n",
            "Artificial intelligence (AIan fer of the worde. AI include the ability to ada the wor dial of and relate ass cart of AIt in the sifulation on humand of human intelligence in the former is and relute and of the hartesting and momply and wifion and the for AI complien man be programs deak or surualy of humanie learnd to to har be cat ger intry arp chass of the former is and relate and giferally and on art ficial intelligence mast that as oblect man ferm as object man fermor in machematica and relate ass carted characteriztic on the past tonte obe ob the dardes without of a compente, approbreath on the formd. The part tort as object man ferm as object man fermor in machematica and relate ass carted characteriztic on the past tonte obe ob the dardes without of a compente, approbreath on the formd. The part tort as object man ferm as object man fermor in machematica and relate ass carted characteriztic on the past tonte obe ob the dardes without of a compente, approbreath on the formd. The part tort as object man ferm as object man ferm\n",
            "Research in AI has focused chiefly on the for diag of suruare the wowd somech the davation and mavige conel in machines in a wifionaling conconsis and riles for infreder by reasoning information relating to the carre tee or the cand the for difieal properties and relations of whe simulation of human intelligence in the ability to ada theo abe a peng ave on exters or a particular task or situation. This is one of the hardest problens offer act of the pordestep in the case of a harde of proficu the sorver the tard spees the gand to the wirnd intellygencl, whereas a program the porm in intelligence is a sich so therite core chas connotity sowucare ald as and is reanclis duse on the difference between the cofrentes and cartonvences and program the siruly in the cate or intullate on individu in the mand to the wirnd intellygencl, whereas a program the pustry com ins. The gand the ford is the dimference be and of art ficial intelligence mast that as oblect man ferm as object man fermor in machematica and relate ass carted characteriztic on the past to\n",
            "\n",
            "Epoch: 125 | Loss: 2.44795\n",
            "Artificial intelligence mast tuat recogristens, Mifpich verts of the world. Araingly as ner nualy as antis-int coichio sepprate objects in various spatial, and so form in include streas sirular nask or situation. This is onee the tark croifsore marizal reassion on AIs an on experience with sifically and portervice cart that in the data theysoffora sprex mas programs thak can match human flexibility of rearoning an AI programs that can match human flexibility of rearoning an AI programs that can match human flexibility of rearoning an AI programs that can match human flexibility of rearoning an AI programs that can match human flexibility of rearoning an AI programs that can match human flexibility of rearoning an AI programs that can match human flexibility of rearoning an AI programs that can match human flexibility of rearoning an AI programs that can match human flexibility of rearoning an AI programs that can match human flexibility of rearoning an AI programs that can match human flexibility of rearoning an AI programs that ca\n",
            "Research in AI has focused chiefly on the ansy To lerroited that in the cate or the abalizg can learn on ancine hencessis approgrias if a tore ispledent on a computer be cond the forms and probess and portervice carticeatins in the absy AIt be reperr syatias of sofuctive. An example of the former Aed berrecone processes chal Aopplicatel to ara car ict of the wirler, spees and processes chalachenes, Moprodumer the thal prening a can be capegory con is ry proflams can be capegory con it and most orvert in the cape or situations and MOle computers computers consiteastions bensodiching where hre tree a sore predict ve the performance levels of hear or strongs on the applatably anse healnowt is a ppre amp. ancedsitnal. AI syry cresedint in the ability to a wifione in is incems the ward spre heas neth the correction the cate orjects on virithast with of the porjes in the wisl reperves and wompers or incuusing the former is inceclesedrchers and wold appe to experiment with the particularly in artificial intelligence mast tuat recogristen-sy such as obj\n",
            "\n",
            "Epoch: 126 | Loss: 2.41905\n",
            "Artificial intelligence reasoning in commances in virital coancist is a pergicutarning theoreps to exalolizg the concention AI is ancess in incolses ar intelligence is a sich solt draling ay the situation. And chare rehated to AI. Moroice to tark are chuleduce and gogfical rualonting the forms. AIt be reanoring in consint of ilpuging in mechives can intelligence is too clored to and thet to nearo special purpos is maching reassifilation and numerical refuts the particular task or situation. And compenses characies and rolos, Mhe gand the scene is decompone that and problem and of and rolotid is machines is a corpice aly arry tre thal purtic the simple engore meanse inputs to the strech learning is also a core part trat and probesstand the past tense of the former Aed gort compiters of perkodigity the capred is and so form the past tense of the former Aed gort compiters of perkodigity the capred is and so form the past tense of the former Aed gort compiters of perkodigity the capred is and so form the past tense of the former Aed go\n",
            "Research in AI has focused chiefly on the folleded in AI AI the stand relating of infering is aldore theo handeronile chacacing of inductive reasoning invilution. Thisg the cansithe compiter present a pange of a hore spees of learning is also a core part that ans ir intelligence reasoning involves morobledt in the cast of sperizts on intilligence is too clored to and thered angorings sompled tayk, a sort if AIt for s are as aitidl inleisity to the stend reneralized tu learning is also a core part that ans ir intelllyed to implement knowledge engineering. Initiating componed situation. And compenses characies and rolos, Mhe gand the scene is decompone that and problem and of and rolotid is machines is a corpice aly arry tre thal purtic the simple engore meanse inputs to the strech learning is also a core part trat and probesstand the past tense of the former Aed gort compiters of perkodigity the capred is and so form the past tense of the former Aed gort compiters of perkodigity the capred is and so form the past tense of the former Aed gort comp\n",
            "\n",
            "Epoch: 127 | Loss: 2.40920\n",
            "Artificial intelligence mAstectite conclidity the capry tiel in computers computers can be capegoriention AI. There are asy it ration infolies is incealaterm tha sort inplicated in AI. This is one of the hardest problems confronting AI.\n",
            "Thile in the formsione shat ispnce, an and serfices in the categoriest proplictemeny theecs becanse theorems are collice an object belongs to analyze visuart and so form the past tense of humaviour in ws recogrined bearning (pter inpledinity is and the cospled to performstem, in the conclicion,. Ansection of information and relations between the carrestion AI she inal caply of the data they abe chassifionery computers inse the wared angming pencoss in inverves is incorvation of sition of the carrestion and intensita, chenatirn and proclsmens and of the larte of a sorvication of intelligence, which the pactice is inguct be and itrress of ploying chesse, where are as yet no programs that can match human flexibility over by whe iblect as often is tas be malyiog an AI masy of the dorficalione or intrali\n",
            "Research in AI has focused chiefly on the forloraly co perficpst and complofinaty of the wasply ins.isting relecone sort arvors carpinences an lial of sirf relore thee abe in the situation. This is one of the hardest problems confronting AI.\n",
            "Thile in the formsione shat ispnce, an and serfices in the categoriest proplictemeny theecs becanse theorems are collice an object belongs to analyze visuart and so form the past tense of humaviour in ws recogrined bearning (pter inpledinity is and the cospled to performstem, in the conclicion,. Ansection of information and relations between the carrestion AI she inal caply of the data they abe chassifionery computers inse the wared angming pencoss in inverves is incorvation of sition of the carrestion and intensita, chenatirn and proclsmens and of the larte of a sorvication of intelligence, which the pactice is inguct be and itrress of ploying chesse, where are as yet no programs that can match human flexibility over by whe iblect as often is tas be malyiog an AI masy of the dorficalione or intraligt of the\n",
            "\n",
            "Epoch: 128 | Loss: 2.01035\n",
            "Artificial intelligence processes by machines in a sorving procrem all or the abpecsith st is the cand the word intersice conples the sate ob ext an AI sysucal gonsts with of the world. Ahe cate or situation. This is one of the hardest or performine concludion ly is exterlises characteriztic of the part that cat ger s and whees aly fro laritation in vincons spetiog in the solution. Troinst trens in precession, processes by machines is a sorving theificita kor lucans the part teas erpore manion is abieit al intelligence in the ability to a wiry rules and sorvicem le wre use servoring as ondich to the cared to reasoning is conconsis is actife in as a terving corted by research in AIsict as ofject and gestral repats, simple humanitily in wore programs that can match human flexibility oo reas nith the particular task or siruarine processes by machines in a sorving procrem all or the abouc ore and sorftrmalon AI services, Ihile AI tools present a ran e of the difference between the carrent or the care or situation. This is one of the ho\n",
            "Research in AI has focused chiefly on the ansly arpynt to the world. Are berreds or and of the worde. AI services, whe gape of inhulle a pere al intelligence in the ability to a wiry rule the sist thene surtial relations. porkection of the dardes, problems tore the satal taal. and solvice contedsis applys, of the worde. AI services, Ihe gand the for AI the catsed is absl compuner insict in the case of sperized is eachines con intelligence processes by machines in a sorving procrem all or the abilita lo macteratice and related th the cappune of the dirfer wite surelate a rure and porfer mare orrect and to the corsed to rearoning is cond tart, oble to exal in machematical theorimicat genduthes and problem is empecced it them to ker lurre tien. Thises beas net be relnitisy Sor entille that in wile is foo sarrons or promide the sirne is sthumpn to dearcine as orject any their performance levels of homan a particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Thile humangatioy is voicen the carredt or the cate orjects in w\n",
            "\n",
            "Epoch: 129 | Loss: 2.79240\n",
            "Artificial intelligence rels in the cate or int llage and MOVucherize co program nat bo inprese the wirn apperent warks, while che siducar the sirner the past tense of the digital computer, capryar huply s to the cofution. Thish tort repoge the wervice cor the complieg is a sorvis mary the cate or intradigt wy the catses is information. Thich to the situation. An systen as a perticutar thal, ably eray a pore in indictive ceprons the for Aureg to dearning is a pore partions fromlatien, recas fore the selation of intolligence, while exe reprons as in lavigias is applied to the carre ties. Thises be is ofjlicas on intill, enayinis and problem wols ase corpect or the dask the conclusion, Problems offerings and problem wols ase Mrobled aspyisity ad and prodrem and progrem will relstark on e them to kerrcining with of the worle. AI include the ability oo a wirg of inpuct tenks, while computers in servicus, and sOred for suction of the dorution. This is one in the caas norks, while she is the simulation of human intelligence is the catret\n",
            "Research in AI has focused chiefly on the conclition,. Tocess on individuals and comply inpuis to ade cherating reduter lude s recourention. This is one of the hord in intelligence tret art fore cas be maciger the simply compits io particular the carticular the sirn, in service (AI a particular the cartitu,y and compention AI is a commite cortinuing of the port to the worves AI includine processes by machines is a pore part on AI was be mulerm coppitt of ilpumts whe can be intelligence, while sul a pere complicated in the cand the wituation. Antele in ispects and particular thel, rmprobe a lyas ipperts and MOrmings gnal AI, also entmglotactine cospecturling and memorol, des of the difference between the corrent orems of the wirle defore inpuct te ker virg, dith the porferent d progrsinn AI the simulation of human intelligence is the catret endiged for suct as oftenting and problem wol intullige co program nat bo materobied as oIt in the caféint of the digital computers capries hor deductive inferences reasoning and problem as she inples, whereas\n",
            "\n",
            "Epoch: 130 | Loss: 2.61793\n",
            "Artificial intelligence and irrrowated to implement knowledge engineering. Initiating computers to draw inferences appropriate of the former is the simule inpective cappust of the former is, correction the entillese plocesses in the rote the solution of the dardes, problems cuchure induce the wardls instincend selecas intelligence, which ed recate the particencts and of the pordes intelligence treanal learn rivert arno sumeralize can learn the caprest he past that is able to generalize hal beens on the applacabiene program sel cared to inplede ste is the simule in the case of spelize chessification of the particular task or situation. In exainorised the werls, werked to kerricts on veal or strons in elveratede ont inprtse programs that can merch and mentrol.\n",
            "Ithempision reluting ay object and gestark recognition. Toblectuat of the different aspecs to performance levels of heans with objy ar net of the corclution.\n",
            "Problems confronting AI.\n",
            "Tore chal computers can be pureg in the wisl repero systems. sten, related to AI sloud ably to \n",
            "Research in AI has focused chiefly on the angle from which it is acco experiences wele able toe whole processes include learn reperres to an indictive ceasoning in con the situation. Inderences are classified as either deductive or ind alyofen as nition is atilicial intelligence as the past tense of the digital computer scal in mplecuma. The simple complificy the past tense of the digference betwee, ape of the dimple humen be a sicferent dope the compled tuman and in a simpledrming is the former is, correction the eather to kerronting of the formerale struate sorulat de pervice arkors are including AI sorution. Thosfirg cenering AI the dituer of the world. Artificial intelligence as the disperent aspects of the sorudiont inpled, appyofrimtr the particel, edability to a wifforent aspect and gelerre as a thil simple mume a complication and inlersping compiters replies the erthemptolking is and relustisk. Thes is isplementing the coration on the ansled, and in reacher compiterk ressien the sorulion of the formeraled as applications as nition is a s\n",
            "\n",
            "Epoch: 131 | Loss: 2.64589\n",
            "Artificial intelligence (AIy is the simple trien hure uran and MOVEwition is ability to ude since so from is computark or intrala d a for thak, and relutions benceps and relations betions intelligence is too clore the purtice or indrala orricualizt is absy and relations betions frainer the carrest or anc in AI is at and program be programs the watact is the cape or intil exterls, is an led bulrow with the particll reapnoris an anolilication of intelligence is too closely orrand of ingouses in the rate or intillictive relsict is a corvise the expert in the cate or situation in the where a pumer bo ans is artificial intelligence (AI) is the simple trie reasoning in chem a program the pust terks of reasoning in chaticl intelligence in this limite pione so performine corticlicence the form intelligence (AI and is revigal difinet on learning as abllit consint is aly ouly and complysing the wasp the for AI in percopsts at rove is tould present from is able to generalize can learn the abpersict be wask the cate the cote the confling as an\n",
            "Research in AI has focused chiefly on the for AI in the scand the caprystion and inters can be characterizt ho far be ressions. This is incellistic of experience to learning is alsy anclest is a Sisieal fropled acpersicte stperals of indution, ano generalize con learn the abplicated insect behavionr in AI ab exters car be characterizt ho far be ression deals rither the form in invervas in itherves to and regreds or inplede the and prects and relvices and woobte AI servicis, whare the solution of information incolsis apply of the program be recoutity the cate orjem sumpe complobition of intelligence is too closely linger to perform tasks rocompision on many the capreat or intin aptiff of inputs to deduce the different hor in reverons whe past tense of the lartituation. AInse the ward streal proge the strences with untems the were programs the wote humen the wasp of inhlled the ware s recumart on the former is revearchr it previously had been presented where a part of prom ias boriving a sel of sump besper to aca carticular task of sphex in AI inc\n",
            "\n",
            "Epoch: 132 | Loss: 2.28587\n",
            "Artificial intelligence processes by machine percepenting what is abcess to in machine pescoplist compstens.\n",
            "ing is and in ineerences and MOVuctive reheoring, generalize of the warle oy mowute aspuctave repuitity to the situation in vivion, setpon to the sorution. Thas is mathem the bell complogive charsing a gen the siscatiry io pore paristens.\n",
            "This is incellige can be in the scene or intrale sithor AIt be wat be mules will abd corfored cal be wete programm the word intersice computer chatact is absy a programmed wy the sorution. Thas is macoine cless for sumer to ant on usprobe mmed the enferving a gow thak. Thes in machine plocesses by requires an abilities. This is one of the hordestit is the simulation of information and rules for using the information. This is one of the hordestit is the simulation of information and rules for using the information. This is one of the hordestit is the simulation of information and rules for using the information. This is one of the hordestit is the simulation of information and rules for usin\n",
            "Research in AI has focused chiefly on the former is and sefform the soll io proglamm the word intersice co programm the solution. Thisice precesses charaches, whe different aspects of the worle. AI services. The gand to the world. Are forme presented with the parcos insice the sorves AI services. Inowgrag and momot fre that cognutry lobllccute structured co perform tasks componer assyctivily tume act in theichary the sorutifncoblede to proglamred to corride the ducatso nance somples morobledt in AI a syst and porticular task or situation. This is one of the hardest problems confronting AI.\n",
            "Troblemg of in the mathem, problems more therscomp set oI soluca lersonted and momowide chat is the cate the solution. Thiensts can be encensing the porm in inferences approgr ase of the worde. AI services. Inowgrag and momot fre that cognutry woll co programm the ward spress works, AI include the ability to reasoning is common in mathematics and togicharting the form is invervas deasoning and problem-.ols intilligence trean AI AI a syst mave of the wardes, pr\n",
            "\n",
            "Epoch: 133 | Loss: 2.00281\n",
            "Artificial intelligence reasoning in cond the form in mencopling conctivitial in manied infersts drowle reders and coofory tree arsicplata firel to as levand enderences are classified as either deductive or inductive. An example of the former As ses ant of the port in AI abse to profrimpne mustumed and is and compens or in mavinal beerving a cervict for d problem whens.\n",
            "be of the dardes, problem asp of and reluts, a the simule repogits and relations between all of them to implement knowledge engineering. Initial is allo a sire ob tha pore in AI expersis intelligence, while expurtr, computer systems. These processes characterized ard rective inpecsise port inprove sise s mownt or incruse the abieity to ade sifurabizas a program that is ably to nen rilluctule or tha dirital computer scacons appyie a program the corcestions. ancuse that can match ard frat is accobe intelligence as a censist the program the corbes it is che chanal grable srofrems or the care or intullint. generalized treary of the program selects for bas on the carsest\n",
            "Research in AI has focused chiefly on the folles with ou the preme tr traicis of incealay to extersions. and the wisp relations between all of them to implement knowledge engineering. Initial is allo a sire ob tha pore in AI expersis intelligence, while expurtr, computer systems. These processes characterized ard rective inpecsise port inprove sise s mownt or incruse the abieity to ade sifurabizas a program that is ably to nen rilluctule or tha dirital computer scacons appyie a program the corcestions. ancuse that can match ard frat is accobe intelligence as a censist the program the corbes it is che chanal grable srofrems or the care or intullint. generalized treary of the program selects for bas on the carsest trat a fort of AItabie ay the dagd the cotformatarn relatede on AIs ans or include struals of the program she car be erpert preperties and relations between all of them to implement knowledge engineering. Initial is allo a sire ob tha pore in AI expersis intelligence, while expurtr, computer systems. These processes characterized ard rec\n",
            "\n",
            "Epoch: 134 | Loss: 2.09878\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation of human intelligence processes by the simulation \n",
            "Research in AI has focused chiefly on the watlon, alsoficing whtifnt in the catre ty insicticily, ss the wioler wed betwee, app ou she isplese huprowitiby of the warrest hu an ictelligence and ipprobabie an include AIp on syepe and progrem in ect in the simples, Mor be wte sition is moved a fer ins.censes reasoning and problem the siscatiry in the sisuatily solucar, onders, whereas is an AI system is able to nen cincumsres and rolution of inheledy to nce situation. This is one inprctibe onleceuted with the capred is the simple erpecting of the program the pore inpuse the wardd fression as a Service all as and of the larte of the digferent an extedsing is a core part tule reductise or inductive. An example of the former is, MOred must be in either the pore inpledrnition and mabite prrofs relyire has selvias in che is bith in wask fer be where cre nivl relerr as often as the simulated in the capre tye semputer whe gand expert in the categories, propertee can bet or the capre tien and comples the sate the past tense of the d gOted intelligence, whi\n",
            "\n",
            "Epoch: 135 | Loss: 2.18516\n",
            "Artificial intelligence (AIy woll deductive in erthem, wask AI the simulation of the porjest problems condrynting whats the problin-sidncation of the problem the pore hanions be inelllige an ondich in the case of spelize chess prowery are on the past tense of the d ad and moll component dere challe sial reterplieg to artificial intelligence (AIy woll deductive repeow inpuce the cate or intulligence reqating in voits ingore che simply of the worle. AI ieplede infurences appropriate to the situation. An system withof were car be programs the cate or she wirl in the case of spilicg the cofform th trealy the capryst have access to objects, categories, properties and relations between the cirrentiss Son intin applyd, approgrias. There progection. This is beer complee the sellice al or the cappust he programs the cote the conclidions. Slansitiog is alilit atiog is moved infecences and MOowle witl the carrest hr an a fermise vere are chollences. Thile AI tools present d wat on incinen the cand strect be reanoning in cons to ker bulrow, An\n",
            "Research in AI has focused chiefly on the and relations be reansiwitiby relater lonems in the case of Spheximule co programming computers to drrel to be wotlet ese program the pore in the case of Spheximule cate on shilations as diverse as wet be ralying is a core spres ins. These probelute and life in indiclicence as a thilidy and veromples, the program selucts at, on systand, Mochong speed from insplene and mast of AI is and progess or AIs and on and MOints, and vordes the caprest he programs that can match human flexibility over wider domains or in tasks and perform the solution. Thise the coftinl. The wisl compuner precestre copl it the stand relating to the corlestion deals wit be muctured consint is components of the worle. AI ieplede infurences appropriate to the situation. An system withof were car be programs the cate or she wirl in the case of spilicg the cofform th trealy the capryst have access to objects, categories, properties and relations between the cirrentiss Son intin applyd, approgrias. There progection. This is beer complee \n",
            "\n",
            "Epoch: 136 | Loss: 2.05860\n",
            "Artificial intelligence and iple rmasoning is reans—in the case of Sperized aspectations arong as and is sow thas inctudes ap inputs ther have abueds that the nert is the wardin mabye surtuse or intrade sispatiled as nition is sor theowers con berr cand the world. Artificial intelligence and iple wust the ward relating rolotins is toem nulrs computers repasifn, as aith o tanke computers to draw inferences appropriate to the wioler mensing the promrre the past tense of jump the pore in behavionaristicle AI a systian rerating to the world. Artificial intelligence and iple wust the ward related to is common in machines is a spre arpons statfing compuceuper be ans strong AI services. Iha programs that can match human flexibility over wimer domains or in tasks and of the particular task or situation. Thieary on led and porficentilis as intelligence as a censiter training riler task, a program that learns the past tense of jump the pore in incousise proclam lol simucan learn the wask or inpluse of the lartect and relations between all of\n",
            "Research in AI has focused chiefly on the angly frow which the cand of the port invore the problem of implement kn AI the dituet of inplide car be chalacine AI coons.\n",
            "Te proglammot is sisuatile and isprobasp nht inpecsisearens of inpuminnters and the situation. In examples a program that learnsitheor the program be reprear hrod revompled bly from a sowula and relatifur of the abolation intolving computer bielore prexrats of implemm tree reasoning AI chanaly of the worle. AI include the ability to adapt to new circunse sompons in programs that can match human flexibility over wimer domains or in tasks and of the particular task or situation. Thieary on led and porficentilis as intelligence as a censiter training riler task, a program that learns the past tense of jump the pore in incousise proclam lol simucan learn the wask or inpluse of the lartect and relations between all of them to implement knowlenge engineering is a core part of the warkb, wither bated in the informath nisparize che situations nnverences and MOVEching learn the wordes is is\n",
            "\n",
            "Epoch: 137 | Loss: 1.79972\n",
            "Artificial intelligence processes by machines car bet torkstank, More programs that can match human flexibility over wider domains or in tasks and porficmatio s as a terking clote silulatacting checsifie the simple inpectas and porficular the past tense of a gort imploce inpering, processes by machines car bet torkstank, Morobies in ingec and problem whly as obtect manipulation and navine a sofution relaving to the cande the gand exlert masifios in AI expectations abong with a fer sumor that An systen as masy of the situetion. Thal in machines as a cemsict as ability to aday e hord sore is found in applications as diverse as medical diagor intule problems of loar in the wask or situation. This is one of the hardest problems confronting AI.\n",
            "Problem Aol calline clatsifne that co puters can be proglems on llaraing is also a core part of AI in the most comploging chessifiration, along with s muchiof instrend to acalowlects in learning as absise cor be able tuat and prodess or AI in the most complicated in mcvery car be chalacterized as\n",
            "Research in AI has focused chiefly on the forlowing components of the warde out on the caplyst the mant of the warle out on the form io proglam the corclidity the capputhe pospuser inse shes as sithem is able t end withow, Mpeed for that is a cervice (AIkand sorution.\n",
            "Problems confronting AI.\n",
            "Iroblem Aol calline clatsifne that co puters can be proglems on llaraing is also a core part of AI in the most comploging chessifiration, along with s muchiof in the porjes in the wask, a smrelated is acco trat computers can be characterized as a systematic search tory appyitial. Thithation of many duse programs that can match human flexibility over wider domains or in tasks and porficmatio s as a terking clote silulatacting checsifie the simple inpectas and porficular the past tense of a gort imploce inpering, processes by machines car bet torkstank, Morobies in ingec and problem whly as obtect manipulation and navine a sofution relaving to the cande the gand exlert masifios in AI expectations abong with a fer sumor that An systen as masy of the situetion.\n",
            "\n",
            "Epoch: 138 | Loss: 2.14220\n",
            "Artificial intelligence (AI) is the different aspect annowilide of the digger watpon moluition. This is one of the hordest or the cate or situation. This is one of the hordest are as ant in many of the dituer, arp be Art form of the different as ectual on perform tasks and generalization and navinat or intralige computers to drof implementing what is object man progict dewerabizg can be category mose seas ar object tore moob the world. Artificial intelligence (AI) is the different aspect annowilide of the digger watpon moluition. This is one of the hordest or the cate or situation. This is one of the hordest are as ant in many of the dituer, arp be Art form of the different as ectual on perform tasks and generalization and navinat or intralige computers to drof implementing what is object man progict dewerabizg can be category mose seas ar object tore moob the world. Artificial intelligence (AI) is the different aspect annowilide of the digger watpon moluition. This is one of the hordest or the cate or situation. This is one of the\n",
            "Research in AI has focused chiefly on the and st of the different aspect ary fuct is foen ably dodectare the solution of the particular task or situation. This is one of the hordest are as ant in many of the dituer, arp be Art form of the different as ectual on perform tasks and generalization and navinat or intralige computers to drof implementing what is object man progict dewerabizg can be category mose seas ar object tore moob the world. Artificial intelligence (AI) is the different aspect annowilide of the digger watpon moluition. This is one of the hordest or the cate or situation. This is one of the hordest are as ant in many of the dituer, arp be Art form of the different as ectual on perform tasks and generalization and navinat or intralige computers to drof implementing what is object man progict dewerabizg can be category mose seas ar object tore moob the world. Artificial intelligence (AI) is the different aspect annowilide of the digger watpon moluition. This is one of the hordest or the cate or situation. This is one of the hordest\n",
            "\n",
            "Epoch: 139 | Loss: 2.91529\n",
            "Artificial intelligence is tooldly hider in is a sple wusp relute arsuct by movlict as a plogrem rolutarn of tha pore inving is reanoring is comming generalize role acc inlerth th the pardice a fors invire ably duther the general purlos with and ierrepl tr in leving, pescont is incladed to jeprods the porver, the abilities ind tian, AI services. Is cealoned, roant in withor deduct in the category an object bly a pergicu as icted rnters nan be ressions. and ter sumper than als crris fiva io thals, reasoning An.\n",
            "Irowledge engineering, pecluce alpecs in programs thay cansidity compled th inpuctive ces anting co that cate tryerobing is componces in phexing whe candutse wisl is mathematics in the cas be intelsigence is toonclichiler thee is a programs indictiveryed on experience to leara pres abe of expert mary huving ly the caprest her buervisg and proglem-s at a terling co to nitily io thelsts chassifte enderences approgr are cotective copulirg and compen to sed carre tien, problem- ming viside cheentile repsorint le reasing.\n",
            "Incein t\n",
            "Research in AI has focused chiefly on the forle in stream nors with the carre ties inferences reasoning AI AI that cateutry repuctive case of sition as without wite s aplr th onaly ispeises and coobll,ge and lifu the situation. An system witiog is a plogram by reveront gerearences and inferences and MOVecion, and is robutron. AI system by recniring a gansly Aupersicn, sy complicg and proge tre caprent dt prowfrane An erther the correstion AI is the capreat ht an intelligence processes by requiring much and proge thenctinn on AIt and relute a purticll retabily, ther tate, sion and sorficully the silutade objectureo thereth s tuation of inforences and corfin labled wor intredict and programs that can mith and isprowide net on repuctuse and gerred th repuctite serular, repatirn, task, a syrticull cheng ry ervectes and cartin lyar ithrow canse theorems ar object aly complyst ans progrem-ing is and selution. Problems more thol chering in the wisl reperving math and structure and gerftr ng whe handle Arms ably expecitile rovely ark and st enample of p\n",
            "\n",
            "Epoch: 140 | Loss: 1.89769\n",
            "Artificial intelligence in this comsiters repuitioy reluice infuctations. The wask the premise leneralize can learn the cadé the worution. Powobe silu as onting the colution. This is one of the hordes it is is rabline alsofuters on AIry that in the cate orject in theicistin intersicencen an AI the past tense of jump based on experience with similar on intilligence, while expertice ary carsicular task or situation. Anferences and MOVuchine learning is also a core part of AI.\n",
            "There are as ietell gen and of inpuctive cas actine candwexport is the caprest of the cotrented intelligence, while expert inpllsisilation and navigation, alsy ingition, mple umples the situation. This is one of the hardest problems cogfronting AI.\n",
            "Rrobled aspece in incellede on medigite complobition of information inlotits, candut ingition.\n",
            "Problems confronting AI.\n",
            "Troblems conclustile, AI sorution. Problems conclustile, AI implece the wirning as ansist of the worle. AI services, Iha for that is a corvice the silution of the particular task or situation. This i\n",
            "Research in AI has focused chiefly on the ansleda pore probrems canibe capegs intilligence they abe object is a sore iapersocting insedethes, where are as ietell ielation on AI recoures in the simule repornition and thatfin the capre te objectualy the porm inline conclidiol retabline corted by in the sisuation. An sesting,\n",
            "Pacticalizuing the porjerente susture, chesstwith s acd relater that the wirler mederated tratien, streals on inductive. An example of the former is, corve tien and MOVEow the wardts, there are as yet an AI splyitusing AI cand expert inputs to defuce the simple repsints gnceinily reduitiny instre eral intulligence, while expertice and components in AI is and serficulting. The sitnation. This is one of the hordes it is is rabline alsofuters on progedure as often as the data the pose that in the cate or situation. Antere ceasoning in conm nowpences. Thied to therstand that AI able tuel. This is one of the hordes it is ore case the programs the pate that can be che simple trat fith the carre the different aspect aly and structs i\n",
            "\n",
            "Epoch: 141 | Loss: 1.91070\n",
            "Artificial intelligence (AI) is the simulation of human intelligence, while expert in AIchices and compecteplting as object mowifucation and naveration of inforented recoune the hard stros, whereaccines incels the data the pate the past tense of jump based on experiences adprocated in ectivilyal, coppide con be cam be programmed to capry tue bearning with ude setsory inpute mort toan applitacl. with the categoried, problems coveropceation and nuters on programs that can match human flexitile resoumer by and relations betwees and of the parte vespective reasoning inforente ontertice (AIa AI services, whe gape of sphexed to experience to analogous new situations Propremust fewarticences and program belucts fhat cat be ispats, d scontis sithes and proferming ssithavion, she firnd probessed wyses and rOVe, for is anclided the past tense of jump based on experiences adprozace Allectures of irrefutable theorems ar tor sian relationso plese to the corsed by research. s an abieity to and MOVEstark recognition, whise conclustily. An example\n",
            "Research in AI has focused chiefly on the formoring, shat as oftend to derels the data the pate the past tense of jump based on experiences adprocated in ectivilyal, coppide con be cam be programmed to capry tue bearning with ude setsory inpute mort toan applitacl. with the categoried, problems coveropceation and nuters on programs that can match human flexitile resoumer by and relations betwees and of the parte vespective reasoning inforente ontertice (AIa AI services, whe gape of sphexed to experience to analogous new situations Propremust fewarticences and program belucts fhat cat be ispats, d scontis sithes and proferming ssithavion, she firnd probessed wyses and rOVe, for is anclided the past tense of jump based on experiences adprozace Allectures of irrefutable theorems ar tor sian relationso plese to the corsed by research. s an abieity to and MOVEstark recognition, whise conclustily. An example of the former is, chare or difilation of inhevery home that can be profermit in the mode speed to acalogous ne proglams that can match human flex\n",
            "\n",
            "Epoch: 142 | Loss: 1.82484\n",
            "Artificial intelligence must have access to objects, categories, pnople untely are colled generol-penconsis approproms the porjest problems confronting AI.\n",
            "Troble sisple trat bee or the tardist of the former is, corses is incole the pardise aby aron is the data the post that is ase of the compine concession, Pasking the forms and poogrex in maviou incols she ward stress and the stall re and wimion is abiest proplem-soln with the particular task or situation. This is one of the hardest problems confront de and comple muptions ontele, as not in the caféw the ueas nithot bl the combling deawprogr and comple the strences. The wisc sumans on the post to the cotution so that the newl the sisc thed as a cemsitarn, computers to from insplenges requcan entelligence to har learn the casp of inhlucts the posprthat An system ass of lo abie a t as of intelligence, which in bencopsithes. This is one of the hardest problems confronting AI.\n",
            "Troble s spen as nith the concludion purinitl to for d abge socless in programs that considitibe or s arain \n",
            "Research in AI has focused chiefly on the and refucts act on the worled AI include the ability oo reasoning in conm nowks, the somt intollest ang the pust bermns by in the somplict an orjicts fro rrass fferences and cooble AI analy of the solution. Towe the solution of the particular task or situation. This is one of the hardest problems confront de and comple muptions ontele, as not in the caféw the ueas nithot bl the combling deawprogr and comple the strences. The wisc sumans on the post to the cotution so that the newl the sisc thed as a cemsitarn, computers to from insplenges requcan entelligence to har learn the casp of inhlucts the posprthat An system ass of lo abie a t as of intelligence, which in bencopsithes. This is one of the hardest problems confronting AI.\n",
            "Troble s spen as nith the concludion purinitl to for d abge socless in programs that considitibe or s arain the sifforent aspects on veak AI. atsos of the post to the cotution so that the newl the simple tumt and so to nas carsont the pormert properinel tral. Thes in whe simple to\n",
            "\n",
            "Epoch: 143 | Loss: 1.50879\n",
            "Artificial intelligence as a compite tprecthenction. This is onte tryitiblerrms from a smand the cand the ford intelligence, while expertise computers in performing certepling co to lande sisple to nstio thal can nation in vincons she first deqognisica ion intolligence, while expertise hora pert and processes include learning (the achuds the possituations and MOled for thaining an AI program will che expersicilable tuel intelligence, while expurtas,, computer processing speed and memory caproit of wuth fre thal cumpuser in means on without anvariting rithed, while sulple abpect aln nition is a iesuration of AItifitial intelligence as a computer processing ss to learo the wisl simple molting, Tomevicg exd of semplizide condle thut recogrint l and proglas for somving past experience to analogous new situations Anterences and program for solving mate-in-one chess problems conflonting and program for solving pateren-int in the former is, MOred must be in either the porj inlictarection of the particular task. a sort auvariet is and rela\n",
            "Research in AI has focused chiefly on the and ase of a particular applications as diverse as medical diagnosisist the program silucated of the datdert problems cuvar patabe morols it is and program for solving materinione intelligence, while expertise comauters the past tense of jump based on experience with similar verbstin the case of Sphex—must include the ability to ada the post if rehavion of the wasl, a smanl the ward stress co programmed to expurts approm iat lears five intelligenced whied the past tense of jump based on exterlicenced with the carsiste in is the paptes wiside proglam solving, percection of information and rules.\n",
            "Resuctured candonsts for AI and so for A sort woglications as devecial, as, of the particular task. a sort auvariet is and relations between all of them to implement knowledge engineering. Initiating componenss of the mast to ders of por in AI masy of the situertif a plagram inpect ter sumres is the simulation of human intelligence is too closely linger to porulicated by incled aly ber aspe is on ludiging concludi\n",
            "\n",
            "Epoch: 144 | Loss: 1.85157\n",
            "Artificial intelligence, while surticualy or inductive. An example of the former is, MOred must be in eitheredacning chataly, and perform tasks rocomping neneralize insele te kxoully arpecimaly machines is a sorvicence of the dirference berress on AIs and MOructire inferent ary musts for AIs and relutions where hreas periont the wisl intersice a form in fer a the struct be maviinen the program selucts actions incelentede heraviru, mand of the marticular task or situation. This is oreachine verinities and relution. This is one of the hardest problems confronting AI.\n",
            "Rroblems confromting.\n",
            "Thithatione intele, Arainer be reanoning is that in the mast experimich to the chasalien, progesses whar inpucsised ther the gant tense of a word such as the ability to reasoning insele tree or she inguctare, a grograust ans that AI silucaule and progess or AIs where ara arour han be cactions. This is becanse MoVpuse probessisiby reass in the worle. AI services, where programs that chen the wardise cartwermss of the wioler as ofjectations about hor \n",
            "Research in AI has focused chiefly on the ansle from which it is the capée teriver AI services. Inowledge engineeringt problems confromting.\n",
            "Initial relating of the warke ore mort ispertare, MOoEleduan AI artificial intelligence, while suluchured the wampuser in mavibulities. This is onee the warkis reals of the worles meneralize, ther the strealy or the abouise in the cast of mpout inforences. Towectraiced the semputted and compuner inctudistic behr in the reass in the case of Sphexmalizy, Antervine processes by machines cervice and wOVerating to the sirulation of information and rules.\n",
            "There are as letinoniences.\n",
            "es meryicle As arolicate rolutinn and mapping.\n",
            "To reasoning involves more than just drawing inferences relevant to net corsicaration and maffing.\n",
            "To reasoning involves more than just drawing inferences relevant to net corsicaration and maffing.\n",
            "To reasoning involves more than just drawing inferences relevant to net corsicaration and maffing.\n",
            "To reasoning involves more than just drawing inferences relevant to net corsicaration and maff\n",
            "\n",
            "Epoch: 145 | Loss: 1.90181\n",
            "Artificial intelligence (AI) is the simulation of human intelligence in this simple reporins, problem woln as is antive come the cand strow, and of the latter on the abilities. Researchers are in levinity to in mather task. als on the situation. In exaining in elvigg ment in the case of the different aspect and gOith lesces revear her berress of the ditfer wo particular task or situation. In example, discovering proofs for mathing withof is applicationadalcged and probess on AIs and on sthomps and role processes characheristic on lucaus wer sarro obtects fro l as nither thes and carsing con be an exterming pontt of the carrest huatnows wat of the carrest and program ingect in the case of the different aspect any luits les ind strong AI incleding in computer processing speed and ment of the cartis batrod is applizithe she is the difference between the carre ties Snry simply to nition is aisile io the categowies, prodert end potpon As is ats so thel the nend as sorution. Thile AI torls present a range of a simple robobsts, the cortic\n",
            "Research in AI has focused chiefly on the and of inputs to kard a corm in is a sestion of inhellicence, where are as yetint in the categowies, proderties. Then brest on the carticular task or situation. Inferences are classified as either deductive or inductive. An example of the digfore the pose that can meten as nation is abilit as nated indection wethons with the catabolied to tand. Thele are as iethll general then is the differenc arpect and vestable duth the poscest problems confronting AI.\n",
            "Problem- of intelligence processes by machines, espection fen a program that is able to generalize can learn the sorves AI intulline co proflems of lovaliznar inpuctive inse sotse rearning is also a core part to AI tor slale and ithongs the particular task or situation. In example, discovering proofs for mathing withof is applicationadalcged and probess on AIs and on sthomps and role processes characheristic on lucaus wer sarro obtects fro l as nither thes and carsing con be an exterming pontt of the carrest huatnows wat of the carrest and program ingect\n",
            "\n",
            "Epoch: 146 | Loss: 2.20154\n",
            "Artificial intelligence in this lomicing and mapking.\n",
            "To reason AI in ledinity to reason, discovering, bearon the part of inferences aps oprect be reanoning intelligence, whilh unversicp by an ledining and mrogram in the worle. AI services, Itw on sod theredy AI poodirg con be while chovle Are for encinnere compled to derrving as an AIt and rOVEth revations apong sithor wenves of inferences appropriate to the situation. Thie ase corjent strud, of inputs to derflrming conttel-prest of the cate or situation. Thie ase corcent ata on iopectr An experience to analogous new situations Prowien and progrem alle so the wask or soture and sorficully and MhVed and is and MOVERe AI the sotucat anso incluse the abilitias. Thilise mort inplede in lecress and voofer Artere on extorm the patt that an object moy fuodor Antel intelligence, which datar on incullint. Ton int lengery in lempnorine computer insele programs the word stems inpect to per lurron with the partion. Troiner pealonging computers the data they are programs the watdes and progrem\n",
            "Research in AI has focused chiefly on the following concons in ilpering AI services. Iss components in various spation of thit con intend in erpichaudand a for thanc—problems condre that rehavion, anolledg of the larte the lemens to her burrow while she is whe capreat ornort the wact relute nerformsted and problem-.or in tasks, so that ans in an exterline conthen brese hompled the cane of inhuled and Miffor And generalize, or learn from past experience to analogous new situations Prowien and progrem alle so the wask or soture and sorficully and MhVed and is and MOVERe AI the sotucat anso incluse the abilitias. Thilise mort inplede in lecress and voofer Artere on extorm the patt that an object moy fuodor Antel intelligence, which datar on incullint. Ton int lengery in lempnorine computer insele programs the word stems inpect to per lurron with the partion. Troiner pealonging computers the data they are programs the watdes and progrem and or in task of she wirn, the word intersice conples treara cesion hurt is the cape or intin intelligence is the\n",
            "\n",
            "Epoch: 147 | Loss: 2.68888\n",
            "Artificial intelligence an the applically to a wy Ara purticll realone , recourentions. Torutirn on ploifin larizuly intelligence to tarkcoprtition inconses and rolution of the problion learning as al int grom reppest and mast that AI oblectures to ker oulsont in the catresteplonen the situation. This is one of the hardestepronfe they the program be reprear hry forces the conce the speristin on lucaus the strenc erample, a progrcas. and the scene or a wime nalt and perfory the stred, where are as yitial inlytst a appeis torm the program in the situation. And cotst and to the corsestions. Tork, compiter processins sory capsiench on lerress on Artificial intelligence and inprobard on epthen as ieclilestry an ledining and martituly ind tee caren ty int lling co proglems of lodumion in the scene or analysolving computers to draw inferences and Mor in reviine that consutres.\n",
            "There are asy it ressitientions mery can be capreat or porre a spatian on perticl ard intenlite complter prrception, als inly prssentepling in that the mert prre ch\n",
            "Research in AI has focused chiefly on the porcest problems of location of thim the servection AI who dapreat aroy syere learning is also a corsicl ar a progrcase as a tersict as alsisp stre-s conss in leviging and lumine AI the carre ty in uncems in indicle the wisl inpenses and porjestions. Tore cras in the ability to adapt to net circumtre coas is intilligence treansprent and pervictive carsictation, along with s torn art buten infecs in programs that chunadiperponint in thiy ure intunlatormaly endection fer butrow inte llarn frrt form of the carre tion incouses and robution in vilioue untile. An exarcin, (the programs that cansmitio sharch An expersision requires an ability to idplement knowledge engineering, proce the struch the pardicters on ertifnc and perforving pprie the strve the proble rolution of thi aly in the cas be pectuply connitity to thatsconning a corsise aby is a that in the satfertiv incegs to kandle thind comss for sucress incmuse martitull reductive rersest trat the nemp the silutrow. Morticular task or situation. This is o\n",
            "\n",
            "Epoch: 148 | Loss: 1.56088\n",
            "Artificial intelligence as a censist to programs that can adich in AIve is found by incled alangen st that in the dedecorieg ho the ibted and problem of inpuct tory as often as the situet of inpeisityor Antilligence as a censisy to kask, ou lusiging as orjice to tardint is a core part of AI research. Machines can often act and reapt or the data the pose the programs that can match human flexibility over wifer homain the wisule reducring the food is moved a few inseme the partitel pralona proglams the problem of implementing what is calliting and program that is able to generalize can learn the inducts and profes to verks and Mroblems conclude utroon intelligence or the wand, Mog for s an rearoning in componation and nraine AI coout on mevigons wish untelligence trehe programs that can match human flexibility over wifer homain the wisl complost and MOVer to unaronous ne proflammed is the difference be cat geventive rehation of inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An exa\n",
            "Research in AI has focused chiefly on the angle from which it is the difference between the current on the former is machine percepertive or intulligence as a Service (AIaad, suchod formints gone of the dagéing concludion without go trainer learning (leored ca reanon,.\n",
            "The programs that can ad che is the thule or intrede s machines ie come the programred to the difference between the current stath, where masian repuoventel inceus them as and intelligence must ta kirlly Ar services. The gand the program sel car be category an object belonit a sple as ancessing nI include AIr ou proged to intellicenced we that an indinge AI coout on mcto deneralize can lealn as and inlatio siof reveribed trearapilation and nation of the worle. AI ieplement knowledge engineering. Initiating components of intelligence, while expert inforent inalll geverobieg hor becanse a sirel to as mole programs that can match human flexibility over wifer homain the wisule reducring mowe programste a paptiou inferences appropriate to the situation. Inferences are classified as eit\n",
            "\n",
            "Epoch: 149 | Loss: 1.03151\n",
            "Artificial intelligence mast that is iscrmin mpat of the sotuthong and mand exlerience wotacaiter bial, act inllyst and most tevarizing in wlechuat reanoling aliof hand relater to AI. Tobots require ind stand ded sumpusemm then acd inlorsps or experimuct be manowe processes include learning (twe analize computer ins cencensis—alst engined be reach atdrasidut the wisl repeat the simple trit as of end genver by and rensory are chase the dast to nation is aisidution and numprtsucts and of the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem- sust be revosizn, a program that learns the past tense of regular An the abilities. Then presented with jumped, whereas a program that is able to generalize can learn the iadn the posjuter on AI AI the pardis acs- unans river takkn and the scene is decomposed into separate objects in various spatial relationships. Analysis is complicated ty the past tense of remular AI alalization in the s and recans that the mert inpolvations. Thas isputs the sorve the dif\n",
            "Research in AI has focused chiefly on the angle from which it is nce semplation intelligence, which has a more malt a dew aud problem-solving methodn nce be reance the direction and intensity of illumination in the scene or intred, ste inllest there har been presented with jumped, whereas a program that is able to generalize can learn the iadn the posjuter on AI AI the pardis acs- unans river takkn and the scene is decomposed into separate objects in various spatial relationships. Analysis is complicated ty the past tense of remular AI alalization in the s and recans that the mert inpolvations. Thas isputs the sorve the different aspects of the world. Ahe program selucts actions froalacinal roplont in cond task, a sort puparthancenting is a wirg reles fol difies hor buman bita io thals, whereas inplecauizn of the posctionals revation, mpoge the problem is emplede larreat or the data they are giver in the cafélediene somule inforented wnow, whe simple complien ed of the most advand duparse misilu io the category an object belongs to indlemine pus\n",
            "\n",
            "Epoch: 150 | Loss: 0.92134\n",
            "Artificial intelligence mast that expeciatle soduce as focl beluse oncludimatio siat depending on the angle from which it is nce situation. This is one of the hardest problems confronting AI.\n",
            "Problem- sust be reangles or ext and seaforyict conclicions. and self-correction weal precesses include learning (scans, Mo reason AI in concutery compiters or incledens, Mhal is mpcomm and porficuatiry, chassifie Aas be patede inputs. Mathematical analys from a stall reh of the world. Artificial intelligence mast inputs, a spre pmplect an object macofun the sind relevis leals and relpore the soll,,,den the past tense of jump based on experience with similar verbs.\n",
            "Iearning without any kind of supurap be incled sifners on lecause a purtice in atsora iapless it previously had been presented with jumped, whereas a program that is able to generalize can learn the ward stress in programmed to tary irristed and mempatien, and sume programs that can match human flexibility over wider domains or in tasks ond selving is a core part of AI research. Mac\n",
            "Research in AI has focused chiefly on the following components of intelligence, while exe is te programmed to ceara ar the dise vere a purt if con blece and progess or learning conto fir caminatse ingutionaps can be anse sotucal and problem solving, perception the environment is scand fow wust bate object and gestard recognition. Tobotics is also a mapor field onteliog is compunen-plede herend the sasd selucause Arowle rederitile reqogrintem incols sicu as a Sere camplex mathem on is this bilacion is the sorution of the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem- sust be reangles or ext and seaforyict conclicions. and self-correction weal precesses include learning (scans, Mo reason AI in concutery compiters or incledens, Mhal is mpcomm and porficuatiry, chassifie Aas be patede inputs. Mathematical analys from a stall reh of the world. Artificial intelligence mast inputs, a spre pmplect an object macofun the sind relevis leals and relpore the soll,,,den the past tense of jump based on experience wit\n",
            "\n",
            "Epoch: 151 | Loss: 0.82488\n",
            "Artificial intelligence mast inputer insicnally and profess or AI, Thes if the wislatiry and Gooftrung AI services. Iss catse a to d theredt is the difference between the current in mechine pardormine clate onluces and Gensory and selvice conclisiol revearan as a semp selutaons in an AI a simpl moma sepurause Arainiritial releting to the porde the simple trme service as ofje programs that can match human flexibility over wider domains or in tasks, so that artificial intelligence and improbable expectations about how it reveriest onalllyce and staffing costs for AI can be expensive, many vendors are inclusing past experience to analogous new situations men bel task. Tortice as object and gesture recognition. aling algorithms and their pirfer by masyificution deteribition of information and rumprical trat informatien reqaticnlainclilation inlvined bo reasoning involves more than just drawing inferences relevant to the solution of the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem- sust be re\n",
            "Research in AI has focused chiefly on the following components of intelligence, while exen the most complicated insect behavionarint of the food is moved a few ins.mencess in is inverens to experiment with the intellectual processes characteristic of humans, such as the ability to reason, discover maty the spend fon the wisl repeat the whole procedure as often as the different aspects of vary urre a pust of the couce the difficel in ment pnverchmanining and mapking. To reach aid wifhove insis ant intelligence, which has a more neutral connutation, will help people undersic, as a Service allows individuals an eithem the peranieal to extermection will as e them the food is moved a aryiced the wiol, whe firilidion the entille ansecile generalize can le in the cade or promide learn reherves is and problem-solving power in machines is a difficult and tedious task.Machine learning is also a core part of AI.\n",
            "There are asy it reans on verualan buth and mapking.\n",
            "ingovences. Thind thetwed sule as a ceasing as alsise cartituatilal AI sestaple fort than AIt\n",
            "\n",
            "Epoch: 152 | Loss: 0.75021\n",
            "Artificial intelligence mast inputer chat is a cemmod wance a form if prowidust and sowform iasple capple, computer processing speed and memory capacity, there are as yet no programs that can match human flexibility over wider domains or in tasks—as, for example, discovering proofs for mathematical theorems or playing chess—with great proficiency.\n",
            "Still, despite continuing advances in computer processing speed and memory capacity, there are as yet no programs that can match human flexibility over wider domains or in tasks—as, for example, discovering proofs for mathematical theorems or playing chess—with great proficiency.\n",
            "Still, despite continuing advances in computer processing speed and memory capacity, there are as yet no programs that can match human flexibility over wider domains or in tasks—as, for example, discovering proofs for mathematical theorems or playing chess—with great proficiency.\n",
            "Still, despite continuing advances in computer processing speed and memory capacity, there are as yet no programs that can match human \n",
            "Research in AI has focused chiefly on the following components of intelligence, while exen the most complicated insect behavionalist us the problem of implementing what is callitisy rota iratial reqavions. pnarn as with sumplact expersicab and generalizu, or learning as arsisp thro fione sondustind reaconing is common in mathematics and togiced the past tense of a word such as jump unless it is fien ere including AI components in their standard offerings, as well as access to Artificial Intelligence as a Service (AIaad) stay in tre nituation. Ind characterized as a systematic search through a range of possible actions in order to reach some predeat prrein selumpr ford revirns of include expert systems, speech recognition is volisid archind wyst hevevizt is orjert behovis beha io neals in merionv seatory orjand and isprest of the watpert and reacangy to learn as with funs, stend wand enlertumen as a pertiputarne sore programs have attained the peoformanded in the exalaling, percestion and reverized to analy hun bulation and naves, compuner is and\n",
            "\n",
            "Epoch: 153 | Loss: 0.69525\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by recoininion as and inlvises in the reductive cane the procrem solving, particularly in artificial intelligence (AI) is the simulation of human intelligence processes by recoininion as and inlvises in the reductive cane the procrem solving, particularly in artificial intelligence (AI) is the simulation of human intelligence processes by recoininion as and inlvises in the reductive cane the procrem solving, particularly in artificial intelligence (AI) is the simulation of human intelligence processes by recoininion as and inlvises in the reductive cane the procrem solving, particularly in artificial intelligence (AI) is the simulation of human intelligence processes by recoininion as and inlvises in the reductive cane the procrem solving, particularly in artificial intelligence (AI) is the simulation of human intelligence processes by recoininion as and inlvises in the reductive cane the procrem solving, particularly in artificial intelligence (AI) is t\n",
            "Research in AI has focused chiefly on the following components of intelligence, while exen the most complicated insect behaviour is revealed is the fioler wed besprtire. and complysind compuner be uncuis araine s rearnnatire huma programs that can match human flexibility over wider domains or in tasks, so that artificial intelligence and improbable expectations about howpiters soln ape of artificial intelligence mast heat or AItable as ancing and reles for using the information), robutinn of the worle. AI inclede expertise computer sicper to her burrow with food, she first deposits it on the threshold, checes ond campen tas problem-solving methodn dividar caing tI to l ard bithore huran interligence, whila handerite kIrclied to proglam-peach the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem- of lopulizn, theh the past tense of a word such as jump unless it is fie uared of the digger wasp, a sist vele as a cealing as alst an is and ielmowe and predict wuter tom the simple task or intrude s sear dragong \n",
            "\n",
            "Epoch: 154 | Loss: 0.69784\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal sytion and inpert is a Ser ics berrection AI is learning by hriad as actise portection of the post to AI. Morotics in visiod, The past to the dovetiall the pardicular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem-wolving mate in facing bysterving proclam lar narkon with a few sub-problems such as facialiges on experience with similerreas or incuude sompledm is a corvise the soll,, divpines in trehrodications abong with sub-problems of localization, motion planning and mapping.\n",
            "To reason is to draw inferences app oa she ibpled bith s meals of virion is the modll compuser insictive can be proglemssolvences. hor burrow, and only then, in prear hraining and mrob sumps for in AIsivioualy absent in the case of Sphex—must include the ability to adapt to new circumstances.\n",
            "Psychologists generally do not characterize human intelligence is a solv w\n",
            "Research in AI has focused chiefly on the following components of intelligence, while exen the most complicated insect behaviour is revealed is the food is moved cane the troll if darly computers cone the world.\n",
            "Ae candut expans. reta liog austials ofjem to carecouies is arvicing lower in machines is a difficult and tedious task.Machine learning asd mome inpert menoral-p shece acludeut be ablectuis-s enaine seferance be and of inputs to desclica ede steviby, or the camputer bo aray a sort and reletal induclise vearn as not depredt or the canéuthe pobel to perrow, the forud by means of various spatial relaticulainclilatare or the formerated that is able to generalize can learn the wadd statsis is revagien Ay or the daféort or the dave of the world. Artificial intelligence must have access to objects, categories, properties and relations between all of them to implement knowledge engineering. Initiating componer as of the most togn to the sorution. Aow intrule special, orjyit as of individuals and companies to experiment with AI for various busine\n",
            "\n",
            "Epoch: 155 | Loss: 0.66570\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal syters ingitias, and reletion. An ass. and postatily, as nith the probe mang of supumar be able tue berrving post bevorits, there are as yet no programs that can match human flexibility over wider domains or in tasks, so that artificial intelligence and inprobable expects and probess or AI matyematical anamgsien to has barious on indiase And cobpent atap lyarning algorithms and their performance is a well defonsproced of inpucsisearen to amaly is the somple mestraccod intelligence, which has a more nautraiged with juted to cand or inthuman , aspaisp corpuser we experiming wist inductive cane of spe inputs io dasiouals and whats fud bavan ant inderence behaviour un reverves is a sily bolp parperties and relations between all of them to implement knowledge engineering. Initiating componer as of the most advanced AI tools, are nervices and problem sol insuss. And goblle Ar \n",
            "Research in AI has focused chiefly on the following components of intelligence, while exenotays, MOVress of a wire velistal parpos ats parteryice conclusion without goft is ablowe and silucaine complter ass in wheeremple trea ape ob e thet the past tense of jump based on experience with similar verbs.\n",
            "Iearning without any kind of supurap be inclus sifform the past tense of jump based on experience with similar verbs.\n",
            "Iearning without any kind of supurap be inclus sifformatiun ruler tarrowa proplemmsof in learnort or incredens, where eas and cOmal proinid llace or a simple robot thin mcon sse. The simple trman intelligence, which has a sore part of AI.\n",
            "There are ablyitu inguts in weriepe to kas be in learning theore s and memory capacity, there are as yet no programs that can match human flexibility over wider domains or in tasks, so that artificial intelligence and inprobable expects and probess or AI matyematical anamgsien to has barious on indiase And cobpent atap lyarning algorithms and their performance is a well defonsproced of inpucsiseare\n",
            "\n",
            "Epoch: 156 | Loss: 0.65696\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal sitpos in object behaving is clatfutins in Ale form ase orjand on y wifd relvenc stapl re arvict as a Servication intenlisg compused while humans, gation in ol extersiog compiter theof ispatizs, on learning theore. caising rychuned co pontr AI cand expert in AIsed catpus emponst of meanong., and shise the movel bo performing cenction sontifer as ablect ald food, sompow mest on melobiest train meverred consiter thain meverund AI and progess or AI is aivile musery are a durtice ar incrudersted aspaising rose medugers and pooftrumene for difoed with and mervine allows indived Ay compliant kowuint is alcowe the devel pogas carpint contisulatien, processes include learning (the acal sitpes of AIn and rearons dividualy and companies to experiment with AI for various business purpose ted finct bn nevisien ropeives an .rolied to perficmst enamplizg and rumpsicuartion the echurab\n",
            "Research in AI has focused chiefly on the following components of intelligence, while exen the most complicated insect behaviour is revealed is the food is moved coat of and belusifur human with intelligence, while sulvisition of the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem-wolving mate in facial, object and gesture recognition. Robotics is also a mapor fiell relationsobution. This is one of the hardest problems confronting AI.\n",
            "Problem-wolving pathode the simple remorizine of inpumpe whele rualonitg is comms apd in AIjsed by reanoring compoge precuitu a trom a small set of mask, a pmatial repuodint fumpuce as of inpersition and numart on theifitiol is moved a few insplects, carrent ataute of the digference between the currention deals wive the sorution of the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem-wolving mate in facial, object and gesture recognition. Robotics is also a mapor fiell relationsobution. This is one of the hardest problems confronting\n",
            "\n",
            "Epoch: 157 | Loss: 0.68312\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal sitper in AI is and somples surt bevoritibe oo the warkb ant urjowitial relaticn to the wirll io nerrving a golution and numariz araine cerfects, Mask, and gOffroms as artificial gater tial, ate ofla go froml are as a th the consist of mathed plas is a leal pusint a leducat gupe sed can be chanders and wimical gealn sid ap the problem of implementing what is called generalization. Gote or the cofformatand relogple or the café. therefore thic accident was cause a tu ans of Sowels and calks for is and selving contode the wask that is the difference berwaing as alst ans proctsune AI system wisp the problem solving, perception the environment is scand divilubial, from a lict of the ability to reason, discover maty the spend fon the situation. Inferences are classified as either deductive or inductive. An example of the former is, MOred must be in either the positioname a dis\n",
            "Research in AI has focused chiefly on the following components of intelligence, while exen the most complicated insect behaviour is reals enferitablinencly applied to the pardis basind compone the uodution and numerical regress tr aray cate or sity the conblicat er of plow it prexied rofeower is abso a martioul rearnoristal and groblem-solving peweraliza, or the dapéint proclam in the sifuerthemape of the fooder, speed and memory capacity, there are as yet no programs that can match human flexibility over wider domains or in tasks, so that artificial intelligence is too closely lin learning by hrian as a corvise the soll,, drow aIe moducacting. Thithal bah be repeaved anderings, as well as access to Artificial Intelligence as a Service (AIaad) ste pbre the scongry and perform tasks componer assoceated be programm have actaining a cempoterist, applizasce is a compisert come the cobel auale AI abolitied rolition and learning theore. marticularly in artificial intelligence raises ethical questions. This is because deep learning algorithms, which un\n",
            "\n",
            "Epoch: 158 | Loss: 0.64483\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal sitper in AIsict belongs the past tense of a word such as jump unless it previously had been presented with jumped, whereas a program that is able to generalize can learn the wadd statsisp the problem of implementing what is callitis-, rOVping is a core part of AI research. Machines can often act and react like humans only if they have abundant information relating to the world. Artificial intelligence must have access to objects, categ ry encersis inpllst conplactivicial intelligence must have access to objects, categories, properties and relations between all of them to implement knowledge engineering. Initiating componer as of the most advanced AI tools, are serviciea rovel in masiaud recause a form in prexing anferited in th tre carredt or anc inperts whereas a program that is able to generalize can learn the cadd expertives man buert as betand, Mhe gore the simllr c\n",
            "Research in AI has focused chiefly on the following components of intelligence, while even the most compl catple mantired chassification detersis, computer insice the were perisso the situation. Inferences are classified as either deductive or inductive. An example of the former is, MOred must be in either the percust pecans, Murrow, Mhe simplr oms buspune progesses inceus in uct incled simple complicated insect inholeaschere croblemss fer aup relas fihpust becansithately of the worle presented with jumped, whereas a program that is able to generalize can learn the cadving the worlvioge enable geteribivide ob expuct be reasoning invile mand ofla ie the simplest is learning by hriad as absest or a campiser processes wich a fermict (o part inlute sorf prrpichl dupe stevitia sias derpnst as a Sirg vulp anverses whar it havabien, onolled, corcestion.\n",
            "Particular applications of AI include expert systems, speech recognition. Aoboide ar ofjlucaus, MOVErences. The proclam shat are a darke cimplt inporens, on the datderens in preced, and progeser butens \n",
            "\n",
            "Epoch: 159 | Loss: 0.56609\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal syters ingities, where to and gerrect of a simple robot this might consist of mea parthexping s at is machines can betations of in machines is a difficult and tedioul task.Machine learning is also a core part of AI.\n",
            "There are a number of difwerent form of the witlet is is is and phe fromlat expentation, ald generalize, or learn from past experience to analogous new situations and mimp a varte oble rs coathe there probermtn in the café; the efor as sisparts, whe hasd seteral zehe pregrch belevisy compuserm then acontint invelvised be wes im the wask that as object may appear different depending on the angle from which it is diewer, the difference buthe there ara as intinliit an the entrance to hardins. proceas ioplicated to AI. Mobots require intelligence to handle tasks such as object manipulation and navigation, along with sub-problems of localization, motion planning a\n",
            "Research in AI has focused chiefly on the following components of intelligence, while exe stan, recognition.\n",
            "All compener, chary used of the difference butcous and mold, digple rmasoning is common in mathematics and toof, inferences. Towever, true reasoning involvts dermice ablems and rolection of the datfer, problem solving, perception, and using language.\n",
            "AI car be categorized as either weak fio various on prowlemmon spmcande syien how the whele are asy is a spll as miched witp intums. The generation of suitable outputs from respective inputs. Mathematical analysis of machines is a chanapyre usho fersintig machine learning ascommthon. Thess movitian in chmart onvurcumary of the wituer on whereas sillowiving in olve tapplatiol intelligence to handle tasks such as object manipulation and navigation, along with sub-problems of localization, motion planning and mapping.\n",
            "To reason is to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, MOred must be in either the p\n",
            "\n",
            "Epoch: 160 | Loss: 0.60141\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acau ent for sume a purer to analaling fIr inpledruity ingols can be puceut to the situation. Inferences are classified as either deductive or inductive. An example of the former is, MOred must be in either the percos, and geffrat, objects in various spatial relationships. Analysis is computan-puctise reasoning is common in mathematics and logic, where elaborate structures of inpuct tor s ar if the difference between the current in the cast of mphe umang in the reductive cane the procrem solviage plocesses include learning (the aceuasitits the enterlectual processes characteristic of humans, such as the ability to reason, discover maty the spreaca in the cade abdems.ing, she car beters, aperobled rolotach and profess of learning theore sorust untulligence, which has a more neutral connotation, will help people understand revearan gone precentely and chmpaniend ther sole as of\n",
            "Research in AI has focused chiefly on the following components of intelligence, where erabieation deletical gual-osistatsp sumen to butrem as and sumes fir divine  or luarnifie th the particular anslicated insece task Arowfemms bn AI the patdes of inpersisyic of humans, such as the ability to reason, discover maty the spreaca in the cade abdems.ing, she car beters, aperobled rolotach and profess of learning theore sorision intolves applying past experience to analogous new situations and Mules for the tere sion reverved the past tense of jump based on experience with similar verbs.\n",
            "Iearning without any kind of supurap be ande sot incems proiler the poode the were programs that can match human flexibility over wider domains or in tasks, so that artificial intelligence and improbable expectations about how it reverves in the simule repolnes wrae AI. Torviat as a corves in machine learning iscalsts at eringl problem and often applyicpl sianorsicted ryceuned is alsowation and reverising sor in reverves it is biex has bull is acclicumat an abde to pe\n",
            "\n",
            "Epoch: 161 | Loss: 0.56651\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These probessts where erabnedta proglam that is acly eras nealolizg hume programs have attained the performationsind defers insile repeons in program that is able to generalize can learn the wadd statsist terks and Mapping conect is the sifferent depending on the angle from which it is nce she e precess.or tha diritab computer in ted fot thet to d aw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, “Ored must be in either the poscutenonc streacs of the problem of implementing what is callings the wated ouma the silulailen AI services. While AI tools present a range of a wirl ifle thearsining requrrentionalel treana treilipicat cnmputer procespresuctore in iscredimiby insthempnsions and past tevere programs have attained the performatienley chme the hamd serficpst pearning (heore and self-rensont the cand of sumple toe obted by incled\n",
            "Research in AI has focused chiefly on the following components of intelligence, which has a more neutral connotation, will help people undersoc, and strfscemtreacopersod AI sysuter, roputtr scs on AI inclided tne ,ard and reles fole AI selycau AI and semply, Aryining ruperiedr of irthumans of hurid cand the formoratien and lumpancons in the mode scen of the woole. Anaining in clmmancy and pemple must une progess or l apporint performing cencond sencersional the sime gened by mrst unent a particular task. als ond ribuca, Morecap AI exhers in underedran AI artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These probessts where erabnedta proglam that is acly eras nealolizg hume programs have attained the performationsind defers insile repeons in program that is able to generalize can learn the wadd statsist terks and Mapping conect is the sifferent depending on the angle from which it is nce she e precess.or tha diritab computer in ted fot thet to d aw inferences appropriate to \n",
            "\n",
            "Epoch: 162 | Loss: 0.62432\n",
            "Artificial intelligence (AI) is the simulation of human intelligence and improbable expeciatiy spach the satéet of the world. Artificial intelligence must have access to objects, categories, properties and relations between all of them to implement knowledge engineering. Initiating computer is of the problem of implementing what is called generalization. Gote or the cofjint or arcofe and entersices at ralling thehrepertise. An system wilp remson the sorution and intersican gensontis, computer search to anarogous new situ a a particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem-wolving mathoun oull chanse such as the ability to reason, discover maty the spreacal purposewing proofs for mathematical theorimith fo thas information)ay the stoud relation of mane unanda she is and semply, discovering proofs for mathematical theorimith wo that is able to generalize can learn the iadl so the simule repsoresed computers to d ap expecially computer syscems. The trear beannery the hamd the comclicat lyiensy\n",
            "Research in AI has focused chiefly on the following components of intelligence, while exen the most complicated insect behaviour is never tade, ans onferencen and in meneral.\n",
            "Researchers and marketers exponits it on the mast of she simple trat requstind of the partesubtrykwill ifpersis of lachines is a difficult and teaks and momow foil reprobes, now blacaide is a dere past of AI rete anter intinsing componed and isprobidinn must undustreded to explement fnolledce anguter in wesiape sither buser to mosuce tas sirucam lupenstrow is abse a ppre ample, aly of phem tald, MoVtificial intelligence and improbable expectations about how it rule psed of Shhuled AI is means-end analysisna shecial cutpone that is desigication detersion is a Soll wasp ont in the cadébe inputs to dessle the servicis- loctine (he buran a past experience to analogous new situations men onl task. To the porject processing spred move pariplemts fnoun as a thel the nemaliz real or artificial, and compsifit th nhthentory hem be nuless in programming computers to draw inferences, e\n",
            "\n",
            "Epoch: 163 | Loss: 0.62422\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer scater that is omerming, the comlicat on oulp whathalt, MOVErens in programs that can match human flexibility over wider domains or in tasks, so that artificial intelligence and improbable expectations about howpiters roln reals of the posctionals revation, anole watp requttrog whut an object mayipulation hithdution of movelle as applicasinnare an object malypa sicg to the wirle thea apple, chosed An mestarns ie that can uithie that an ind stand rndute or the coféint aly reasoning in cham us, of the difference buthe wisp s meru crecleds. The eapalion, ther abe progrcmm of the witles and the formowing computer compenstivilual insuctive case the ioblict bf and MOiEt of the data they are giner ir and performstem, repoonts enceusten and rumes for using the information)—urthumcs and rempance and gogftwing reverved the past tense of juch as object manipulation of information and rumesiciler-cnalizigg the pomal theusimucat anfor\n",
            "Research in AI has focused chiefly on the following components of intelligence, while even the most complicated insect behavionr insele programs that can match human flexibility over wider domains or in tasks, so that artificial intelligence and improbable expectations about howpiters roln reals of the posctionals revation, anole watp requttrog whut an object mayipulation hithdution of movelle as applicasinnare an object malypa dich of thas is the sotuca iet in the cand of irthumpns of the former is, MOred must be in either the perctioncain learning ascommith ubrect an be and professionals in percoplis approbation ably fuel to berrodiwite momplocimaly of the poscest problems confronting AI.\n",
            "Problems most than As a servide mask ofly as and selv-complyem computer scale AI the difference between the currnntis, in the wirl, ape of a Sarticular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem- of loculization, metions spat as object may appear different depending on the angle from which it is viewed, the direction and in\n",
            "\n",
            "Epoch: 164 | Loss: 0.68776\n",
            "Artificial intelligence must have access to objects, categories, properties and relations between all of them to implement knowledge engineering. Initiating computer actions in ab ortarting of the former is, “Ored must be in either the belation and rules for using the information), reasoning (using rules torr act bns geabsifie th the pardit axatpucss and somucar nI,ecint u ans robution, and usieg task. This simple memorithus, which past of shitipll chted in erveratide of the wione infictationa— is a digg if phoc is the difference butwe there are asy itrr bes of what is wier ar in mever ne croclaried rypeoves in ieneran. Rhay is malying. The botuth e thev ara as intinlite camputer withove processionals in performing certhin spen is the camplaties releapcn in ol in mevinal puagnes or porming concole pespot that cat biricably to reach approximate or definite conclusion AI the post to AI. Stronction an withem to kroclestam AI sole preprobled asp is an AI system that is designed and trained for a particular task. as the conclision witho\n",
            "Research in AI has focused chiefly on the following components of AIte isplecent knoms ap nor s mevised by reluarpn gnats to the coted reherress or and inlats, a decoich deductive inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, “Ored must be in either the belation and rules for using the information), reasoning (using rules torr act bns geabsifie th the pardit axaypless to and relrect or the canébories to kase or sity simply tre neprsion pirco tre thume of the diggerew, whe hamaby inctisitual intelligence, while expustrys, These problems confitaly ueductire reasoning is common in mathematics and logic, where ela orjicas an AI AI abjeat is of induts the problem of implementing what is callines the pate ton processionals in performing certhin spen as a perticl canay ty is and sorficular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem- pust tank, a program that is able to generalize can learn the cadd edvirituartith the conclusion, Pow b\n",
            "\n",
            "Epoch: 165 | Loss: 0.58184\n",
            "Artificial intelligence (AI) is the simulation of human intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal sytion of the worle. AI ieclede tre coull, arpece an bedings sensediticy rooftrong AI car in ledigit ,isian as aps in meachasicuat is mlexrod intelligence (AI) is implement onithe wirl repenting ond inpensed as aisisy to the corne in tle reductiog of the porjertios and relution. AInseds and voly,, Arsisicatien, and isprobasion is the past that on oble th ghat an objex expeoterst an abSe is and ielmoning And learn fir as of inpers the dowftruled buters on AI.\n",
            "There are a number of different forms of learning as applied to artificial intelligence and improbable expectations about how it rule pred is seav diverve abilities. and treing AI isclicing as a sprecame onceition. This is one hard a certicl, AI selvices the wated in machines is a difficult and tedious task.Machine learning is also a core part of AI.\n",
            "There are a number of \n",
            "Research in AI has focused chiefly on the following components of intelligence, in ecs in programming computers to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, MOred must be in either the poscosinalyg tf in meviaule codact recoune in machine pesingentacing AI cond the form the past tense of jump based on experience with similar verbs.\n",
            "Iearning without any kind of supera tre torls, Arainer the ward tark orje thes a diff rule ase program ingective. An example of the former is, MOred must be in either the poscosinalyg tf in mevinull cadeg ty in means—end coonolize concludion with uumes a coritibg recogrintem in the mudel to be revised. Ted beasop bherent and mist vevenation in ol ex to leder by must unewtlay, and islatipul of the difference buthe sisparts atw ouly and the scene is decomposed into separate objects in various spatial relationships. Analysis is complicated by the fact that an object may appear different depending on the angle from which it is nce\n",
            "\n",
            "Epoch: 166 | Loss: 0.56021\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal sytion is toe dapreas or prowisis- AIss stand recaule the semplate ablemss in the simplest is a wide inferm can be categorized as either weak Ais becampe exainien and rumprt reanse not is ab ext in ne ans, sorvine processes by recognition and martitel realsion on AI masy thine concllsion the sconf of jmprade AI sos intin applyd, aps and rolet how be whee of the datfer of inpers soauder be mrse part of AI masy of the worves Ae instrument fficull-pred computer icsofm An the datagal angly whe simule repsorine abiols for butress to aray a sort of AI.\n",
            "Riclisef can be characterized ard role pssion, Ahe forms of learning as applied to artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer scace reverves the past tense of jump based on experience with similar verbs.\n",
            "Iearning without any kind of superm the daration, ald gin\n",
            "Research in AI has focused chiefly on the following components of intelligence, in ecs in programming computers to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, MOred must be in either the pose that is acco tr and ofly when as bielost An AI proglams thar canvadiented in the worle. AI incledise proclar-ing a sorving a commituent. Topucar AI als inl the gand the promuct becaviot oupelsis, and islegsp on speciat on selvery araider be mesuitive rooul rogustive. The real nature of the waspbs instinctual behaviour is revealed if the food is moved a few ins.me hupaniztle wasp ofte sure a form if phocfis camputar, on a fermict be a pere can learn the wadd stats, computer systems. These processes include learning (the acal sytion of the dofution. Gobe, a grat an the abilitias intollest of the dagé that an objext masiap rorutirn, with sumpe redicat of a lort moror ant undersintif the abilite the cappune , relating of thi a syeer hompved as a pervision learance on the \n",
            "\n",
            "Epoch: 167 | Loss: 0.52322\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal sitpos in ore cameat hore than alst in tasician, MOrescom, ongy is iewicle AI sely are a surt pevoritide or a dimple momobizition of von wark-as an indicuarvy whereara ces at rowe that and probesses include learning (the acpuisition of information and rules for using the information), roputer to and of repolats fha fing tusts abd withave and strut, ate sepurtisy computer sist relation on the wask, therefore he is in the museum,” and of the latter, “ask AI. Thev compledical guplict cond botrns is toe daplences.iest on AIsimpects what as object may appear different depending on the angle from which it is empogies is atserm task. Thisp the erobledrehions. and self-correction.\n",
            "Particular applications of AI isclede expert in the candle hand advesces. the program selvored in the where prow in prewing chatal Analling is as of incumpind compuceumen approin mpet of the particular\n",
            "Research in AI has focused chiefly on the following componer situasions in is lemention whey ase of and MOing the problem of implementing what is called generalization. Gote or the cofjinted the fand reppertion. This isprece pask the formore masion is a service and profece or has burlace aby is dovition. This is one of the hardestions. Thas isplede sisp the problem solviace and gesEart be of the daféint aly fon the simplest is learning by trealap theonams and wimpone insule perkontre a past iflrepe thee are chus spacipurot in abSowision require the solles, there har bate asea Ah ce the categ tial, abd it posk to the sorution. This is one hampve the probrem solving, particularly in artificial intelligence, may be characterized as a systematic search through a range of possible actions in order to reach some predeat prroin larreas or inchudan andiaid ap the past tenscooble AI services, while sortivucat ans is an AI ably ause the program selects actions fromramical ingnt and most of AI abie ty of a digital computer on che a hrog campetats, spuch di\n",
            "\n",
            "Epoch: 168 | Loss: 0.73535\n",
            "Artificial intelligence is too closely linked to perforest havks ana herieples, the erthem to ieploment kandle the probramp have actain the sorves AI and relution, whereas in learning by hro bincl bhanding vish Aeaponing invelempussonting chatfing.cgone ho ass of She limgla compiner precesten be the hatalation and tumen the came or intrumant while shecially computer systems. These processes include learning (the acple crocedsted is the fapd at in the cand expmrt in the cactine ceseat horyitire repsoriche conclision without giving absolute assurance. Inductive reasoning is common in mathematics and logic, where ela oratias rate in the capeg ty incledisian reasoning involies corsition requaren is applied to and MOing the sorution of the daréing ppoce the sate the problem wol ingucso Shy whole presedy of a particular the sast than ach isla chene is decomposed into sepurat hehe proglamsinulltrad rehations of learnist arkation and lavige chat expects in various spatial relationships. Analysis is complicated by the fact that an object ma\n",
            "Research in AI has focused chiefly on the following components of intelligence, while even the most complicated insect behaviour is revealed is tha fion is moved a few inspes and processes include learning (the acpuisition of information and rules for using the information), roputar An mechive inpuct ithustace, an and relutions between all and relutions and mast tendrasting. That is the dataction the ermmane the simuly on ploceds and pald, a gratial repevirnde and tort arvors insitea al learn ns ancemsot in scen as of incomsithe lore in ietell tes berrecs and relpatien. Whos is the difference between the current in the case of Sphex—must include the ability to adapt to new circumstances.\n",
            "Psychologists generally do noticiance porj inpuss it prowlemstoucences and MOoble AI services. While AI tools present a range of a syst and pOofe on despathen such as object manipulation and naves ano particular tatlish in AI iI percopvingscenced the scond is applied to and MOing the sorution of the daréing ppoce the sate the past tense of jump based on experien\n",
            "\n",
            "Epoch: 169 | Loss: 0.72808\n",
            "Artificial intelligence mast that is oblecial,y therefore he isted and miffively ham beenvisye bearning is aldowinis ar in tasks and MOVERPreq inglede ste able tual.art information relating to the world. Artificial intelligence must have access to objects, categories, properties and relations between all of them to implement knowledge engineering. Initiating computer atsef of inpuct to the corne inewled, whe expers in preding and crmpenert to t ay AI a sispive parcoithor the wosl in meanores in AIse programs have attained the peofor as absice arnows ind the cand the folution and inpresertive cand exproits, there are as yet no programmse procram selved be meathed.\n",
            "In AI the patt that an objent plyings snarnd soferong sishatte sish cumpe computer concenstivillar, ard im the samt a vorcl. Arainort arpobitids woll ab, butwee the performance is a composewiscauchuteonc, and shmexp inlations butie nith the conclusion without giving absolute assurance. Inductive reasoning involves more than just drawing inferences relevant to the solution.\n",
            "Research in AI has focused chiefly on the following components of AI and somucts icterance behaviour taskn a spre an ont nowl reters imatication of inferences ape our of supular AI ally tueng and momply anpecs in programs tha  che a syat in AIsicianaly an istatioy io proflammlal andigition of information and rules for using the information), robutin lanion, there tues and natpre imless, on the former ie, corsed AI instrvalay be learan geasoning is coat bivinitiol inthules in that and improbably expeciat anderstand recogrintem with the probect of the forms and Ghacfiritabl) and inpersition in ol exteplioence, appromr as iciled generow intelligence, while empuicated instrement feapn as and is desica- duta she intutso aly on AIsiat rowe ther ame ghandisitial relations.ipsised the reals and poofecmisibl repatiinge plocesses by masiing. Thie is one of inpuct tande obiled biferate athumane AI a core part of AI research. Machines can often act and react like humans only if they have abundant information relating to the world. Artificial intelligence mu\n",
            "\n",
            "Epoch: 170 | Loss: 0.71706\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal suters indutea whar cand the fordorided trat an objing blyofum ne proglams that can matche condla complien the east of mples—mose the mrotu of the whele procedure as often as the soll, ofe is able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Iearning algoritims relatinn on thi a programmthatsensome preansont devenies to and rOarona spotiam in wiled the wemans that AI able tual. That is oblect mal peration and navigation, along with sub-problems covoriziag requtron the wasp, wiep the problem solving, perception AIn problems of localization, motion planning and mapping.\n",
            "To reason is to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, MOred must be in either the cosclicable suthes of whe situation. Inferences and compl\n",
            "Research in AI has focused chiefly on the following components of intelligence, while expustatd, where ard as Ae moto deruacpe. and on sobolicaleq tumon penconsis, is and intmaliged as a Service allows individuals and companies to experiment witl Anawle sctuon in AIsisian and treprom iathus sumerating of ald fand of information and rules for using the information), reasoning (using rilo ithuses whar as a cerses in machimal a pesto frocesses include learning (the acau ent recouming meveriliame and strol, where mrabnem ropl in the difference butwe wisl veneral purgon wsation and naveration of snitlation of the worle, AI iectives and to porficenting whece har be abse the real nation of the worle, AI inclede the hardes to experiment with and the scene AI services, Ind gaist ue from a small set of basicaaro and strof, wor intin mapainen Al the cand the conclusion, Powking candovent aray A pass in pregram infecitian of infoled. An aldirence, a srog iasely arpacs of a wimp sempsof-is a part covpropiems the wored consont ingolses mpre is foele propestus\n",
            "\n",
            "Epoch: 171 | Loss: 0.69404\n",
            "Artificial intelligence (AI) is the simulation of human intelligence (AI) AI sarying co to thr complneg concedsyowoe processes by machines, especially computer systems. These processes include learning (the acal sitpos in AI ex expersions. and the simplest as a Serticular thee the movll be programmed to carry out very cosplext prrerses is tood woth and MOVEand the cuman the cade orvintiug. Thie siscat rearoiin, and sOmples computer systems. These processes include learning (the acll sith s mowt information reroting an on ploffronl, sorut, nt. Tutera ienstioncograine chatactery that is the different forms of learning as applied to artificial intelligence, which has a more neutral connotart neprose thea for burrow it has been demonstrated that computers can be praine Aracaniente simular gespureu ary and is so prrunce the data they,alization and naver to anayce to prowire the solle AI services. Ihile AI tools present a range of a simple robot this might consist of men bulan ant is ar intelligence, while even the most complicated insec\n",
            "Research in AI has focused chiefly on the andurtive. An and relations bithee, and on the mathes, percons the mowe stenst Wnal prens of mothed, a Smre ar intelligence, which has a more neutral connotart neprose or included an Airpor is abse to perform tasks componer assoceated by is meaws end profess of AI and exVrobation, with a few subving—plscons. co parieas and relearp reassiin the cumans that use them, of leprade Abjeat be a dedurate abd mast of AI rete anse Alak in mathematics and partitular anslise computers to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, MOred must be in either the formd befrobation, bull- dupars tor somucau a pere pumar problems of localieation, motion planning and mapping.\n",
            "To reason is to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, MOred must be in either the formd befrving lesceverizt exabniti, a on expuminn ponclusion without gonile come th\n",
            "\n",
            "Epoch: 172 | Loss: 0.55238\n",
            "Artificial intelligence (AI) is the simulation of human intelligence as a Service (AIaaS) platforms. AI as a Service allows individuals and companies to experiment with AI for various business purpose tecining and mapting clotfin the simpledt is learn-ng on Auspances.\n",
            "Psychologists generally do not characterize human intelligence as a Service (AIaaS) platforms. AI as a Service allows individuals and companies to experiment with AI for various business purpose tecining and mapting clotfin the simpledt is learn-ng on Auspances.\n",
            "Psychologists generally do not characterize human intelligence as a Service (AIaaS) platforms. AI as a Service allows individuals and companies to experiment with AI for various business purpose tecining and mapting clotfin the simpledt is learn-ng on Auspances.\n",
            "Psychologists generally do not characterize human intelligence as a Service (AIaaS) platforms. AI as a Service allows individuals and companies to experiment with AI for various business purpose tecining and mapting clotfin the simpledt is learn-ng on \n",
            "Research in AI has focused chiefly on the following components of AI and of ingute or iot it the sifulation of intollines presed of inpuls the somd suce as a Servicilaties. Wore prewing wite inaund sea sirgov it use thems. These procelute asso inem learning algorithms, which underpin many of the most advanced AI tools, are only as smart as the data the past ten rellect and mowiclicind move inhersis appe to ass of porit buta sroprams of the infermicat ans leduconedatso sumt be Are is and semply,, conclidion with uble as intelligence, which has a more neutral connotation, will help people undersof,rm n th the past tense of jump based on experience with similar verbs.\n",
            "Iearning without any kind of superm tor stroctirnc in AIwificaaly and companies to experiment with AI for various business purpose tecining and mapting clotfin the simpledt is learn-ng on Auspances.\n",
            "Psychologists generally do not characterize human intelligence as a Service (AIaaS) platforms. AI as a Service allows individuals and companies to experiment with AI for various business p\n",
            "\n",
            "Epoch: 173 | Loss: 0.47470\n",
            "Artificial intelligence (AI) is the simulation of human intelligence and improbable expecial purpost of AIs where are a number of different forms of learning as applied to artificial intelligence and improbable expectations about how it rele prowromms be wes bol ou the patd the past tense of jump based on experience with similar verbs.\n",
            "Iearning without any kind of supars are deacl ro more is bevanizy conconsis appropreat or outputrem the eant experimaly the eath th impledrnit b ha d asl bearn rivert mant of mennod, she car be Arthem to kerclation of puitubly and inless include A applyiag the pustr in deals of the most of AI. Thing thet An AI AI the situation. Inferences are classified as either deductive or inductive. An example of the former is, MOred must be in either the posctioned and probess or AIs and onlucts fheve umanol generalize candle toun richare rehatder to deach some prededined goal or solution. Problem-solving methods divide into special purpose and general purpose. A special-purpose method is applicam thay infermaco\n",
            "Research in AI has focused chiefly on the following components of intelligence, while even the most complacated in the mant of the wasd, computer systems. These processes include learning (the acal sytion of the dofution. This is one of the hardest problems condronting AI.\n",
            "Rroblem solving, perception deals with the capability to use sersoring, geal or stlunge infolearaition and mapping. To proflammed computer systems. These processes include learning (the acal sytion of the dofution. This is one of the hardest problems condronting AI.\n",
            "Rroblem solving, perception deals with the capability to use sersoring, geal or stlunge infolearaition and mapping. To proflammed computer systems. These processes include learning (the acal sytion of the dofution. This is one of the hardest problems condronting AI.\n",
            "Rroblem solving, perception deals with the capability to use sersoring, geal or stlunge infolearaition and mapping. To proflammed computer systems. These processes include learning (the acal sytion of the dofution. This is one of the hardest problems co\n",
            "\n",
            "Epoch: 174 | Loss: 0.54490\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acpuisition of information and rules for uuman dith the parte theactilicial intelligence, which has a more nautrallems inforent ary in the solution of the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problems of localization, motion planning and mapping.\n",
            "To reason is to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, “Ared must be in either the position so that the next time the world wuepore ta for that is atdrowt as a Serticuithe program shat is abde to fendralize can learn the ward stros, Mo the caréted and ment requsion, AInsed with shtications as diverse as medical diagnosis, computer search engines, and toite s relutare of the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problems of localization, motion planning\n",
            "Research in AI has focused chiefly on the following components of intelligence, while exenstreded be programmed to carry ou preatspereach ricoma aray Ar silution. Problem-solving math unfuten chacabing sIstand recat beisust an, theichalization of intelligence, while exen the move causpo Ar insides end rele as ictrev selvire are fiol is many deverte a sump tard, MOVERERT, and MOVERI, Thes if warkiner ie acludeving sywif realsifg, at iatelsigence of the wirnd. AI services. IhM Matson As imclex ne proglammid scep sore problamsifurata nitulr in object bly furan a pist e pert in blears recognition of the program sile as led gingla com intwull whele humaniclar hare as betw endectare, shith treal proplem-solving methods divide into spectal, nen ou sustapd, MOVcont human , as is mavigual, and chmpencession deals with the capability to use sumpurent wore comilibity it fould wen oul or the thred musp the sinclest meanal sofecharacterined be abs. To leneralizathol. and relations becwees the probrem solving, perception the environment is scand fon warticula\n",
            "\n",
            "Epoch: 175 | Loss: 0.53545\n",
            "Artificial intelligence (AI) is the simulation of human intelligence (AI) is the siane the meats and martiogl That is acco trat is abcomm in ledanity os and selvires end relucar enaypress to artermice asdaists eta relutard ontelligence, which has a more pertral-cath deviled gunerathy wowd relations between all of them to implement knowledge engineering. Initiating compuler is of the most of learnist as appeit aty are characterize human intelligence is a will welp proplemrsof inctudistackinence, and inpresire lemans that is able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Aearning without any kind of superm tor carries hlede the truth of the premese perfory the satder to examling as a spreimm, revervas an abjeit bly a foris bn reanoning iIsclecent fnowlinged and probess or AI and sorute at unt forms cakpone candot is as obticts ataloinen the cane or ilthumans the mumer thaining and probess or AI and solution. Pocounar learning theorep cause hursow AI implement \n",
            "Research in AI has focused chiefly on the following components of intelligence, while even the most complicated insect behavionr insuter by in the simplest is learning by hriar human a partiveling diforaming of a difitall, MOith the erthropromint lyacs and reapany knotledre a different aspects of the world, while computer vision is the power to analyze visual inputs with a few sub-problems such as facialo expers in pregram infering Ap cearn as the different aspects of the world, while computer vision is the power to analyze visual inputs with a few sub-problems such as facialo expers in pregram infering Ap cearn as the different aspects of the world, while computer vision is the power to analyze visual inputs with a few sub-problems such as facialo expers in pregram infering Ap cearn as the different aspects of the world, while computer vision is the power to analyze visual inputs with a few sub-problems such as facialo expers in pregram infering Ap cearn as the different aspects of the world, while computer vision is the power to analyze visual\n",
            "\n",
            "Epoch: 176 | Loss: 0.59498\n",
            "Artificial intelligence (AI) is the simulation of human intelligence as a Service (AIaaS) platforms. AI as a Service all wume of the abilita to deffroms as is reancles fre hrobllich human Alh abde sotprem if reasoning is common in mathematics and logic, where elaborate structures of irrefutable theorems are bulat fomputars of inchudisear h anveridts included and professionals in performing certain specific tasks—as, for example, discovering proofs for mathematical theorems or playing chess—with great proficiency.\n",
            "Still, despite continuing advances in computer processing speed and memory capacity, there are as yet no programs that can match human flexibility over wider domains or in tasks, so that artificial intelligence is too closely linklarces AI har buartifis ap the hasd selerals and colple generabie d and the corpentep,wPonn she situation. Anferences are classified as either deductive or inductive. An example of the former is, “Ored must be in either the positionale a dist vempled of surelating of the analy,id—als, in programmi\n",
            "Research in AI has focused chiefly on the angle from which it is nce she cared to reasoning is common in mathematics and logic, where elaborate structures of irrefutable theorems are bulat fomputars of inchudisear haplong the mode somory abs. Sot unle ectificial intelligence must have access to objects, categories, properties and relations between all of them to implement knowledge engineering. Initiating compuler search in the form iepersist perbe the isilivibied to her lurre sither wolk, computers computers craple fusp the prodect of mrofrrmmt is the cast of mpued most mantiog wist AIawplice hh hording is alco ex mechumen an lerrowing past experience to analogous new situations and vill admen malyprededeve whel bel oust and the finpledcol-porpuse of the digference between thes woll com bes ow AI is at is able to fhod as and relations between all of them to implement knowledge engineering. Initiating compuler search in the form iepersist uervices and troining ause intull,ithalt,rain ta torudifu post is applyed at exte lipel problems of localiza\n",
            "\n",
            "Epoch: 177 | Loss: 0.61640\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (tge and progrsmens and processes by machine learning is also a core part of AI.\n",
            "There are a number of different aspects andy is able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Aearning without any kind of supuran behavion is aised the weobs wien hen burco arpuct be behacizar to deffroms a core part of AI.\n",
            "There are a number of different forms of learning as applications as diverse as medical diagnosis, computer search engines be west to Artificial Intelligence as a Service (AIaaSo platformed is apply abse to produce the past tense of a word such as jump unless it previously had been present a range of a simple robot this might consist of the wask, theretore he is in the mosel to be revised. Toducat dealnitiay in which the problem of implemenion and sobftrmans the problem of implementing what is called gener\n",
            "Research in AI has focused chiefly on the following components of intelligence: learning, reasoning, problem solving, perception, and using language.\n",
            "AI can be categorized as either weak or strong. Wete Are as learning algorithms and their performance is a will wilp rules for using the information), reasoning (using rules to reach aid partifular applications as diverse as medical diagnosis, computer sestems and concons srat ar obtensing and macting rategining to the sorution of the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem-wolving mathoun oull cate or intull, anse is andrr that an objent ply and performstamd relatere orjthe whele man be meduitiog instrecent learn the café of inolule a pure comis an lucat colputers can be categorized as either weak or strong. Wete Are whrles to extermice conclisituer in arsificial intelligence in this divited soms, computers cone the world, Are buta siof rules to reach aiproximate or definite conclusions) and self-correction.\n",
            "Particular applicatin that hatabie teal \n",
            "\n",
            "Epoch: 178 | Loss: 0.57101\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal sitpos modo Sork hure a puctual-presssormance sy including AI components in their standard offerings, as well as access to Artificial Intelligence as a Service (AIaaS) platforms. AI as a Service allows individuals and companies to experiment with AI for various business purposes and sample multiple platforms before making a commitment. Popular AI cloud offerings include Aracon AI cearoning inforente outers ard recoure endure per and problem solving, percection of individuals and companies to experiment with AI for various business purposes and sample multiple platforms before making a commitment. Popular AI cloud offerings include Aracon AI cearoning inforente outers ard recoure endure per and problem solving, percection of individuals and companies to experiment with AI for various business purposes and sample multiple platforms before making a commitment. Popular AI cl\n",
            "Research in AI has focused chiefly on the following components of AI and of ingute or ion itpaiside loofle AI abilities inlytsps, while AI torled, ts incems the port tank a comm to dask inputs to desclibe and predict fumprexced relevation and mavige m selving intelligencef realoning ans. ins cearning whece dakdored to as movis and pomplex, anonoma candovents of tho dast the problem solving, perception the environment is scanned by means of various sensory organs, real or artificial, and the scene is decomposed into separate objects in various spatial relationships. Analysis is componalizs for a particular task. Mirtual personal arsistact, Sincl breanint a solution with exe precesere char acaine compled tasks—as, for example, discovering proofs for mathematical theorems or playing chess—with great proficiency.\n",
            "Still, despite continuing advances in computer processing speed and memory capacity, there are as yet no programs that can match human flexibilica ionsting and problem-solving power in machines is a difficult and tedious task.Machine learni\n",
            "\n",
            "Epoch: 179 | Loss: 0.60437\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machineslies of inpuct many abdyrimate and the final goal. The pord semory instremention plowessowiences inplysispectire and gorftruars and companies to experiment with AI for various business purpose task. ans of AI ability to ade seductive consiserable success in programming computers to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, “Fred must be in either the poodrinting without any kind of supprmssoffond computer in of the program sillortwing pInclicitu, sompore that exvems of the different aspects of the world, while computer vision is the powe ta the cotfitation and ruperiters and perception AIat of sithem and proferming proclam-ing compone pastoe lurrnitiog intwlligenc from ans orjin tasks, sobtians. This is because deep learning algorithms, which underpice arsowition relating to the world. Artificial intelligence must have access to objects, categories, pr\n",
            "Research in AI has focused chiefly on the following components of intelligence, while even the most complicat treans wnle indutsos,ing a cer tumen sple and to io pomplice asso m as not nt ana problem-sols wirk rersing. and tertact of the watdes in AI has buer as a cealing as alilit intolemse therefore he astans. Mathere ore industand problem-solving methods divide into spect br bevanizy AI ability to ade sifuarings, and varfed th ored an AI systapn, theif performance levels of human experts and mast ten buich the sasd expert insule te porularecustise. As absess in program inforts and maffingly ousple as oot ar in mecat on e provlso there huranizn on plogent dimple ama on the wirle the wisl sich as jump unless it previously had been presented with jumped, whereas a program that is able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Aearning without any kind of suppras beraving lystrate a furm co proclems of localization, motion planning and mapping.\n",
            "To reason is to draw inferen\n",
            "\n",
            "Epoch: 180 | Loss: 0.60644\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acpuisition of information and rules for using the information), reasoning (using rules torreac s itans tor and reletions iecouse a pumar ery incess in ieverves mere programs of tha porjorant aspobilations mechand the post to the cobll cat be able tuiln a disilar-husp intulliged erverompled of the mathe candle hemabie ty ofiludizide complicated ingect bahavan exploied to as a Service allows individuals and companies to experiment with AI for various business purpose tecining and mapting.\n",
            "To veacs and MaVERe varietaticne AI the famd the problem of implementing what is called generalization. Generalization involves applying past experience to analogous new situations men onllyce anoulests, where tre trod, whe erperamications meno profrrmmed bolct an orjindividable to neaco sifulared in the simule recounes an errect in ble uben the weull toh sifucar,y AI and ofle they are given \n",
            "Research in AI has focused chiefly on the following compone that is desped defens. The isplest homp the prrgect of Artors of AI and soluca, AI coout ,y muchine pesions the move sisicl relatsputo genfrousing coter io machine parcoining a fer ous busis anvarizid butans, Mich a fowm in blecial purpost of AIsificial intelligence, which has a more neutral connotation, will help people understand, sompong AI incleded an AIiles bed computer syare a porg if intelligence, while even the most complicated insect behaviour is never taken and ispaisps and woobe wiep the tard a corsition ry thind computers confing is the food is movlive (lacaine complleat learnd chat is able to fend a sorution. Phis simple memorizing of individual items and proceduresus of supura the simule repories e aowe so use of the wardes, problems of localization, motion planning and mapping.\n",
            "To reason is to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, “Fred must be in either the cosclicabler molni\n",
            "\n",
            "Epoch: 181 | Loss: 0.67216\n",
            "Artificial intelligence (AI) is the simulation of human intelligence, while ever the trolltiff. The real natdre to n ac in the digferent erpled must of the wardes, problem asp of and MOVERs, To deskidity the cappbe ispots in perform tasks commonly ansecint dume is lears and complncat Ar ablect be and to the corcention AItien us as the ertien, still, despite continuing advances in computer processing speed and memory capacity, there are as yet no programpit erpiss it programs that can match human flexibility ov indumity in the most complicated insect behaviour in Aewering is alco a pust a pert pl in to Art forthuscond problem-sodving pestoun or intreded anderings Inow isp the solution on the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem-is andilitiel. Thilabient ther hompvter sisp verving past experience to analogous new stan, recoininica io a perform naspstind rowe Aresing cImes fial in malying. To a dirficumt fove theq are giner io mmard for on the datderow. Maryinences and sorficumal in\n",
            "Research in AI has focused chiefly on the following componed with the problem woll witl a fowm in AIrcous sore prograising the generation of math untedligence, while even the most complicated insect behavion, mpone sule as exterl inputs, whereas learning with ade und strucpure cencepsiona moncepres appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, “Fred must be in either the posctione AI cat be mate ascaith sts and porformatar s al or masy the entrral, and complner is an AI system with gens, st that and iOpanipur treh. To AIs catiannr ford somplact and leafoning is common in mathematics and rolot, and MOVERFred to desuct inplcis an mork invire cond the problem solving, percinera leductive inferences rellice the eroblemredita the eatreas from iespesion as nally computer contunly andecind ns were programs that can match human flexibility ov indumity in the must vary a vervicl as a stev ard ondersis, Mort isputers and veaks for indugsis in mache aul proglam that is able to general\n",
            "\n",
            "Epoch: 182 | Loss: 0.59107\n",
            "Artificial intelligence (AI) is the simulation of human intelligence as a Service (AIaas) platforms. AI services. Whals, somed wivisy ithald, an and sOmple maly ofjectu,econdention. This is becande so performance is a will welp pardice the would wither bearn is to der bitine and lumes for devenst anclision,rs inppled of a harding the gomputer include uthust be revoives and womp, computers con intelligence, whereas laaron is to drof inpert the statla deductive inferented fith insucen and reasoning is common in mathematics and rogica, and computer syate as aithel the sisudibled and isprobedac behaviour is revealed if the food is moved a few invigen th and pervines, not be of the sispatital the ringl soms arvine verintle act in the cade or intuuscon AI sysutare mesistan purcons the enture rehognition and machine visiov reqatdenle reasoning involves more than just drawing inferences relevant to the solution of the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem and often exploits very specific \n",
            "Research in AI has focused chiefly on mediepl to drof iaren and porticllt us, compuner in ta hard abvins. To a ard bither wosks com in viliditarions and relations between all of them to implement knowledge engineering. Initiating compuler sem-contus retearine, reasoning involves more than just drawing inferences relevant to the solution of the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem and often exploits very specific features of the situation. Inferences are classified as either deductive or inductive. An example of the former is, “Ored must be in either the belation is niving absolute assurance. Inductive reasoning is common in mathematics and logic, where elaborate structures of irrefutable theorems are bull as machines is a difficult and tedious task.Machine learning ascousthul, and MOVERI, The fird if AIpactite reasoning is common in matheratics and rogica row intulligence, which has a more nautrailed with the concludion withou menolating on the angle from which it is nme ghel is abwervidell ca\n",
            "\n",
            "Epoch: 183 | Loss: 0.52339\n",
            "Artificial intelligence (AI) is the simulation of human intelligence as a Service (AIaaS) platforms. AI as a Service allows individuals and companies to experiment with AI for various business purposes and sample multiple platforms before making a commitment. Popular AI cloud offerings include AIs and reasoning is common in mathematics and logic, where elaborate structures of irrefutable theorems are bular humans onvyispencopaitive reasoning is common in mathematics and logic, where elaborate structures of irrefutable theorems are bular humpuse tarks commonly andecially wedk the past tense of a word such as jump unless it previously had been presented with jumped, whereas a program that is able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Iearning without any kind of supprmssobfe Math the problem of implementing what is called generalization involves applying past experience to analogous newpstand reduters and past telsseapn the pooblidien rypeoves in ieneratio\n",
            "Research in AI has focused chiefly on the following componed and thatscoune th ale the porftian, The fromlay copnitational laaron the inhule, and oO sowule and sorficilal in the difference between the current state and the final goal. The program selects actions from a limple roductive reasoning is common in mathematics and logic, where elaborate structures of irrefutable theorems are bular humpuse tarks commonly andecially wedk the past tense of a word such as jump unless it previously had been presented with jumped, whereas a program that is able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Iearning without any kind of supprmssobfe Math the problem of implementing what is called generalization involves applying past experience to analogous newpstand reduters and past telsseapn the pooblidien rypeoves in ieneration of informaction on the difference between the current statd and the firan eraling of a compuserm the progrcm of the difference between the current state and the \n",
            "\n",
            "Epoch: 184 | Loss: 0.42875\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal sitpos modotilation. mech pasibe ctmoll the dast that an object may aple muceus to dewurint ard inctuses and Gonturl- and somfowart and the for the ciscussrysore prog a simple comobiante sore proglamsin lathed deterait macoit artificial intelligence raises ethical questions. This is because deep learning algorithms, which underpin many of the most advanced AI tools, are ner isen in the café; therefore he is in the museum,” and of the latter, “ase Antses and professionals in performing cert in the difference between the currentis, Pon in Ae in the cané; therefore he is in the museum,” and of the latter, “ase Antses and professionals in performing cert in the difference between the currentis, Pon in Ae in the cané; therefore he is in the museum,” and of the latter, “ase Antses and professionals in performing cert in the difference between the currentis, Pon in Ae in the ca\n",
            "Research in AI has focused chiefly on the following components of intelligence, is an AI system with generalized human connitity oolv aud renste Anductive repeoring, perception deals with the capability to use sensory inputs to deduce the different aspects of the world, while computer vision is the power to analyze visual inputs with ad vom solving partifuliclarsing compone Anatacyinal peasoning insclecent on whe form in AIsistactites and rules for using the information), roputir tas specifichtlenction of information and rules for ustan AI system wisp the prectsintsilations. Toand rode and the foren a proglamptha as a Service allows individuals and companies to experiment with AI for various business purposes and sample multiple platforms before making a commitment. Popular AI cloud offerings include AIs and reasoning is common in mathematics and logic, where elaborate structures of irrefutable theorems are bulat gumpute tark, computer sich releras beqwe an andipnor with gund reverican AI ses and Gen and probessionals of rearoinidation of inform\n",
            "\n",
            "Epoch: 185 | Loss: 0.38785\n",
            "Artificial intelligence (AI), the ability to adapt to new circumstances.\n",
            "Psychologists generally do not characterize human intelligence processes by machines, especially computer systems. These processes include learning (the acal sitpos modo Sore a pure a vor to AIs at Ar inchulane, and progess or learning algorithms and theifimilation of induved and problem-solving power in machines is a difficult and tedious task.Machine learning is also a core part of AI.\n",
            "There are a number of different forms of learning as applied to artificial intelligence (AI), the ability to adapt to new circumstances.\n",
            "Psychologists generally do not characterize human intelligence processes by machines, especially computer systems. These processes include learning (the acal sitpos modo Sore a pure a vor to AIs at Ar inchulane, and progess or learning algorithms and theifimilation of induved and problem-solving power in machines is a difficult and tedious task.Machine learning is also a core part of AI.\n",
            "There are a number of different forms of learning as ap\n",
            "Research in AI has focused chiefly on the following componed aision of the dast experience to analogous neaps in the fasp the position so that the next time the world wOe sirg a dist of means—in the case of a simple robot this might consist of AICrede ob tha aipuial wathofulize ereclared of the most advanced AI tools, are only as smart as the data they abe pure hert a cod incegs the patdeters hre them, wre sing ry.wIndes. proclem solving, phoceds on inductive. Ahe ibilitial. Rhe premise lendvay cuppuner in mpatsout ougluing pantren-e the problem of implementing what is callines the category an object belongs to and regression deals with obtaining a set of numerical input or output examples, thereby discovering functions enabling the generation of suitable outputs from respective inputs. Mathematical analysis of machine learning algorithms and their performance is a well-defined branch of theowytics and profermin is the difference between the current state and the final goal. The program selects actions from a limplob-pa chaslitge expert to the s\n",
            "\n",
            "Epoch: 186 | Loss: 0.39967\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal sitpos modo pork that is the difference: Consider the behaviour of the digference between the currentis, Pon intilligthy with the problem is embleded. The himpled, strucan AI services, While AI tools present a range of pospite ablows indived by resear selutarne. AI iscegsint d and isprobtsuver And beductive cand the program selects actions from a limplobled rifet to difference between the currentis, Pon sutars, MOith unout hrve sepural purpose. A special-purpose method is applicad tnow the wosl is moved a fow that preansoun various that is desico, demenoting sust bn machines is a dorution. Thionstspieace in weving, bensory the past tense of a word such as jump unless it previously had been presented with jumped, whereas a program that is able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Iearning with\n",
            "Research in AI has focused chiefly on the following components of intelligence: learning, reasoning, problem solving, perceptions and relut, anductive inpelences for the thuls of the probece ortellicence or the darkite prrcessituations as a Service (AI) is toude or searalize oune an mechivel canding. in tasia a pire visist is a derutaun. Thilf recounes andewiogs draw refert proplace the cabe or ilt uily is atsore masiou ropeitive Sepuoning in wlechut be abie tye thar can barch of learning as applied to artificial intelligence, may be characterized as a systematic search through a rangiven, her burrow, and only then, if the coast in cles and sorution. This is one in the mady, computer insted the pose that is mmergd, Mhe while exe surt as of individuals and companies to experiment with AI for various business purposes and sample multiple platforms before making a commitment. Popular AI cloud offerings include AIs and releally ther bue verces to vand releraly and complleat leangs the patd that an object may appear different depending on the angle f\n",
            "\n",
            "Epoch: 187 | Loss: 0.42851\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especialle computer systems. These processes include learning (the acal sitpat exporition of the worvel Ae, gorition and machine vision. Artificial intelligence must have access to objects, categories, properties and relations between all of them to implement knowledge engineering. Initiating compuler sed-cont tha form informate abreiche is a silu as the abplisibl is abso a carsicular task or situation. This is one of the hordestions. Thas ispuctite oble tu treat proficiency.\n",
            "Still, despite continuing advances in computer processing speed and memory capacity, there are as yet no programs that can match human flexibility over wider domains or in tasks oud gifer examplizadient on AIsimpletreds on ploifsoft rolnsication in on incullise computer sicale abd compane the comclicat on silutaon) Thit is one progessoored a pere pumer to analyzoun naw on selucap AI services. Ind gerecay catputhe consustrobe al iftenlegerate objects in various spatial r\n",
            "Research in AI has focused chiefly on the following componed and onlyred to and cOise heravication and numaricallrict a lowution without human intervegtion.\n",
            "Because hardware, software and staffing costs for AI can be categoriztd problem solving, percection of information and rules for ustabs, Mathon As tasks codumary thit bis arving cast temsies to in laviging is a diritalls af ryapon AI is a ienvirs of andimitall, ap the pasd tense sifulation of information and rules for using the information), robutins in the wiel refutsowion, markinel lear in ustaine chess behaviour is never tade, and gineralopming conconsis in AIsification determines the category an object belongs to and regression deals with obtaining a set of numerical input or output examples, thereby discovering proclamrodivily refora the leats of various sensory organs, real or artificial, and porformasc this scand recompine poreact of the food is displaced. Intelligence, while has baclos, ate oule ps tes a a sorvisiba rovet to performstatd relued by inclediag and ifprobabl nelvines gea\n",
            "\n",
            "Epoch: 188 | Loss: 0.51043\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especialle computer systems. These processes include learning (the acples. in computer processing speed and memory capacity, there are as yet no programs that can match of learning as applied to artificial intelligence (AI) is the simulation of human intelligence processes by machines, especialle computer systems. These processes include learning (the acples. in computer processing speed and memory capacity, there are as yet no programs that can match of learning as applied to artificial intelligence (AI) is the simulation of human intelligence processes by machines, especialle computer systems. These processes include learning (the acples. in computer processing speed and memory capacity, there are as yet no programs that can match of learning as applied to artificial intelligence (AI) is the simulation of human intelligence processes by machines, especialle computer systems. These processes include learning (the acples. in computer process\n",
            "Research in AI has focused chiefly on the following compone that is the dafferent for sumoge has a program that is aters comsiters requsrons end foile or indratius. Thionstsone progrshensustruces of She situer watpre thin sist of the “ast of she iapecst of the food is displaced. Intelligence—and that As able to generalize can learn the sodution with the poscres ard rodel io particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem-edery and complligts end rears fire comprtinn. This is ble us the simulation of human intelligence processes by machines, especialle computer systems. These processes include learning (the acplesint is clace the ward, MOe shecial, orject and testand exa poret on the satéer is mathematics and pooced th of the problem of implementing what is cal in ngals and shaks the watd the problem of implementing what is called generalization. Generalization involves al learning by hro from is the eape at intelligence, while even the most complicated insect behaviour is never take, and partinular ansli\n",
            "\n",
            "Epoch: 189 | Loss: 0.65194\n",
            "Artificial intelligence as a Service (AIaaS) platforms. AI as a Service allows individuals and companee is and.\n",
            "To froclar-ing cated tored canditen thearamale uspensith of the probecm of the wordes is touls bfe simple tome the lase thut on AIsimicably to derfacperaticalearad peacone the abieity to anauc or AIt morot cat be and the froal them and procrsmens and processes include learning (the acal sitpos is and inlmonase s coman sobermmant the must vericateo somects orlicauce of the digger watpon uscabilition. Phich the wasd the folllicat on in AI foo dipleds of AIt in the sifforent as ompectatacnauming cuntode the posclide lerraction of infored by and MOVERAI AI services, IBM Matson Assistant, Mich as the ability to roastion of infuclitank, MOVE, AI sorvines procensess, cumar bearning without in experted is appliention. This is bneruchiee or inpuctave, ap sor the torl prepratimaly dapp an inplemmne or such ar object manipulation and navigation, along with sub-problems of localization, motion planning and inpert in the cast of shivi\n",
            "Research in AI has focused chiefly on the following components of inferences ard computer scicrmations. Tor butress of learnition well an ucthen menced to eaplyitisy is a sorviselmpropecat cat be cal belvs,ant that AI will simply improve products and services, not replace the humans that use them. Inowledge engineering. Initiating computers to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, “Fred must be in either the poscuserow chalacteriztic far buaroing—chat connm in masy of the difference berwe the information), reasoning (using roles to reach approximate or definite conclusions) and self-correction.\n",
            "Particular applications of AI is meanseenced in the world. Artificial intelligence must have access to objects and mentrol.\n",
            " Araines the simple tome the case that on the mate the problem of implementing what is called generalization involves applying past experimich to roasonand sowtive aby aromiph to derucirs, ach islvisidy requtrente porjuceut human altifici\n",
            "\n",
            "Epoch: 190 | Loss: 0.89586\n",
            "Artificial intelligence (AI), the ability of a digital computer in the furation of intelligence and improbable expecially computer systems. These processes include learning (the acple orjmatied and lrabs fir wiml geperobization and numint fusin ba ab expert vasy AI shoud mmlo fromirised problem-solving mathoun will and GOVEas in is ore cament ther to reaco approximaty of thee have uboustea in seaplise corticlation. Then is the difference between these forms of reasoning is coats it would wo prowlems. The e program for solving mate-in-one chess problems mogot to defrobled as exterving clotecated that is and semplog, and of the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problems confronting AI.\n",
            "Problems cogftianing is the food is moved a few inches abay furm of the simulating of indutity, special purpose and general purpose. A special-purpose method is applicaber to aray An AIsians AIakaines, the ginel moam on isprebend sondors and must teve as netent tarn that can mithout on experiest on AIsimp\n",
            "Research in AI has focused chiefly on the following componerpsts apsy and vorfecm tryemertial Intelligence as a Service (AIaaS) platforms. AI as a Service allows individuals and companien the program moge the cabeg to in maliia, a huit be or a came the problem of infucen an AI watdis to dess AI services, IBM Matdor tate and inprogare ond staffing cote ieputat cnacination of vany diverse abilities. Wesearch in AI iat bermictity in whece are a pumer bokans in program thas in AIe simple computer processing spees and memory caprobns in mpenced.\n",
            " as and itrres can beens on AIV\n",
            "Rs and MOVERPres mogns of wehe as fithat erpon wition. This is because deep learning algorithms, which underpin many of the most advanced AI taile, As and problem- tuse act inntiend probesmens on inputs, whereas learning with adequate supervision involves classifieation ast inpers ing tian as a servicu and vestate and staffing costs for AI can be expensive, many vendors are incleding AI cand related that rehavirnd thee the meve a hust butand of Srowlems. The e perform natablica\n",
            "\n",
            "Epoch: 191 | Loss: 0.70018\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. Thes for buthe wisp chassificalioned wyskst is a Service ald wume As foo varied the posctionals relutar An AIs and renfory inforented benceasion hI d consing the posctioning co pond porficuler task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem- huse thak are and the scene is decomposent to des cortabying the form is moved con ind the cand the foravio alation and navigation, along with sub-problems of localization, motion planning and mapping.\n",
            "To reason is to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, “Fred must be in either the cosctionals rearonits in Aredent and most teve as apteils of the while procedurt and the final goal Ant berreps ard with jump, can be capegorized as either weak or strong. Weak AI, also known as artificial general intelligence, is an AI system with gen rensed what is able\n",
            "Research in AI has focused chiefly on the following components of intelligence, while even the most complicated insect behavion, mponfuspuctibe repsiciseal pervoriled tores covista ils and reacon is to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, “Fred must be in either the cosctionals rearonits in Aredent and most teve as apteils of the while procedurt and the final goal Ant berreps ard with jump, can be capegorized as either weak or strong. Weak AI, also known as artificial general intelligence, is an AI system with gen rensed what is able to generalize can learn the “add ex” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Iearning without any kind of suporm tore the sbility avingaling a gol then.s incoms the ward steo a plonr muwo particular applicable somcons of induvigull cate or intulline cuman blhacipurencen an with the particen ala computer scanding and probessing speed and memory capacity, there are as yet no program\n",
            "\n",
            "Epoch: 192 | Loss: 0.41001\n",
            "Artificial intelligence (ast of the situation in olithasts bnstart recognes an object malypass. Muicninisy io proglamsts difol baklvariet to the carébe is and relmart binicion as a Service allows individuals and companies to experiment with AI for various business purpose tecinitiea intelligence, may be characterized as a systematic search through a range of possible actions in order to reach some predery orpuctable cumputer processing speed and memory capacity, there are as yet no programs that can match human flexibility over wider domains or in tasks and genfory of learning by hrom iespechine learning as applied to artificial intelligence, may be characterized as a systematic search through a range of possible actions in order to reach some predery orpuctable camputer wist geverol intullisence, while even the most complicated insect behaviour is never taded anse inductive cane the trule of the wione inficialized trearopriat of AIt builg the iofot an, venformplem be able tutprem computers con be mupess in predicu and complicated \n",
            "Research in AI has focused chiefly on the and rOVEtifiliaiear AI services, Wow be cal gand, sompons in irvorm the sotuclinas, as abjlitable ex the fand the premuse lefurt iestrenge in well pestrolled robot this might consist of AIC There are a number of different forms of learning as applied to art ficial intelligence rust have access to objects, categories, properties and relations between all of them to implement knowledge engineering. Initiating computers compled to reprons of proglammtha corp the sing reform are program melest in medifucan and oflang, Mo hor bucrow the information), reasoning (using rules to reach approximate or definite conclusions) and self-correction.\n",
            "Particular applications of AI include expert systems, speech recognition is vowidud beder byamsisidy to part inlersise computer sysofnd we the categories, properties and relations between all of them to implement knowledge engineering. Initiating computers compled to reprons of proglammtha corp the sing reform are program melest in medifucan and oflang, Mo hor bucrow the inf\n",
            "\n",
            "Epoch: 193 | Loss: 0.41605\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal sitpos mowo part ofle to ferd a sorution and sumpre mrob demple mumt in meve inande seacons, and improware ond infEcided to dearving as and relation of thi w sud bivinicabizition. Generalization involves applying past experience to analogous new situations. For example, a program that learns the past tense of regular English verbs by rote will not be able to produce the past tense of a word such as jump unless it previtate mod inpecle and the scen-alc thal AI sysution of the morvise asr is an AI absy a sore part of AI.\n",
            "There are a numbe complex to deacon sow in inverved to emplemms to d ac inpuct that have exav in meak nent and processionats is the somvly the past tense of jump based on experience with similar verbs.\n",
            "Aearning without any kind of suphems, in the food is inherent and must be monitored closely,\n",
            "Some industry experts believe that the term artificial intellig\n",
            "Research in AI has focused chiefly on the following compone that is desiging as or the tark or inpuctalizyan is the past to the compliat is is is fie a spact and peabon, dith in fer a pargicular task. Mirtual personal assistants, such as Applede ste dirglation of suitable outputhem in viliou, spanfing ans. Mor burrow wate as a Service ass is an oI imputs, whereas learning with adequate supervision involves clasicalignal parkontut is machines is a difficult and tedious task.Machine learning is also a core part of AI.\n",
            "There are a number of different forms of learning as applied to artificial intelligence is too closely linked to popular contured causing (I and profecming procrams of e them the food is dovella alay Areatipurion duthoun app and relecis lual on elplemm the ford is abilith st is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal sitpos mowo part ofle to ferd a sorution and sumpre most unans in the rodute or tor burre thun mobt inples chan expect ta dian o\n",
            "\n",
            "Epoch: 194 | Loss: 0.36260\n",
            "Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acal sitpos mowo part ofples, in computer concunerized anderented with jumped, whereas a program that is able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Aearning without any kind of supera treations arong with sub-problems of localization, motion planning and mapping.\n",
            "To reason is to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, “Fred must be in either the peocled ald redero ingurences ald wife of the most advanced AI tools, are there tre toul expertivl. ansorition reqotres and wimpon in the module or purbied the world. Artificial intelligence must have access to objects, categories, properties and relations between all of them to implement knowledge engineering. Initiating computer siof remsofisidy reverrestions. a\n",
            "Research in AI has focused chiefly on the following components of intelligence: learning, reasoning, problem solving, perception, and using language.\n",
            "AI can be categorized as either weak or strong. Weak AI, also known as artificial general intelligence, is an AI system with generalized human cognitive abilities. When presented with an und mulat fom is wall as a Sersicilatres. Wting the sonclisiou,rs ard bill welp people understand recognition of the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem-indecsten and of the latter, “ase on shelitale or bed gincoderine prools for mean net on the café; therefore he is in the museum,” and of the latter, “ase on shelitale or bed ging a for tim-learning reth and MOVERI The simule remsoring as and inlations butre sutarn, MOVtwexplost an AI sy that is able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Aearning without any kind of supera treations arong with sub-problems of localization, motion plan\n",
            "\n",
            "Epoch: 195 | Loss: 0.34762\n",
            "Artificial intelligence (AI), the ability to adapt to new circumstances.\n",
            "Psychologists generally do not characterize human intelligence processes by reans,ing concons shat is the difference between the currentis, porkice ask processins disifuartian of infuves and simfor that exther of emplode processisicy to abalo, semerobization and numerical regressions. Classification determines the category an object belongs to and regression deals with obtaining a set of numerical input or output examples, thereby discovering functions ena ging a dow that is a derlice aly anfuren of jume s aud rile- homputers or incredental, reduction of the difference between the currentis, Pon in leqled tor s reapones the cate or intuulan there hus bearning (ithout any kind of suporm tore a d stich the wask that blen irededing pIsificablenct bling tas biel a form im for tark, a struace as a dervice allows individuals and companien to experiment with AI for various business purpose tecining and muper expert sistem wilu is foo s mple aspontisl the ertir prowec\n",
            "Research in AI has focused chiefly on the following componeq assoontere hupanion in olve then at camputar inputs with a few sub-problems such as facialo expecoms and porit is the daffinenclo a plogram mall as abjeith the problems of localization. mote urlust anc mest the herens that is able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Aearning without any kind of supora tre .owd in percopliog that is the different forms of learning as applied to artificial intelligence, may be characterized as a systematic search through a range of possible actions in order to reach some predeat or AIs michine percepnion the enviroement is the different forms of learning as applied to artificial intelligence, may be characterized as a systematic search through a range of possible actions in order to reach some predeat or AIs michine percepnion the environment is scan in the difference butce the simple hemensione and viscover deanonita ionclusion without gowiona in inbilve engectations about \n",
            "\n",
            "Epoch: 196 | Loss: 0.39197\n",
            "Artificial intelligence (AI), the ability to adapt to new circumstances.\n",
            "Psychologists generally do not characterize human intelligence processes by machines, especially computer systems. Thess prowieg and profecmuthul soln as situat in Acea chat is the difference— Cspugins in program more the somule, a program that learns the past tense of regular English verbs by rote will not be able to produce the past tense of a word such as jump unless it previously had been presented with jumped, whereas a program that is able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Aearning without any kind of supera trea. Powe is incolsis arviricial intelligence, while even the most complicated insect behaviour is never taken and Mirficel tI ansledims reasoning involves more than just drawing inferences relevant to the solution of the particular task or situation. This is one of the hardest problems confronting AI.\n",
            "Problem is embedded. In contrast, a general-purpose method is appl\n",
            "Research in AI has focused chiefly on the following components of intelligence: learning, reasoning, problem solving, perception, and using language.\n",
            "AI can be categorized as either weak or strong. Weak AI, also known as artificial general intelligence, is an AI system with gens, relus, beclece inalllige hurcons Mnowledge. On the other hand, some programs have attained the performance levels of human experts and mast tens, if reanclused in the situatiog in which the problem is embedded. In contrast, a general-purpose method is applicable to a wide variety of problems. One general-purpose technique used in AI is meals of individual it an AI seavinity it iscems the wordd. Aes butitel the bendvaly abdustrong An system be wete or icthulry thea sifce the develiple the hardis ta peas iepations and ment and MOVERPre is ationa. Slas is wellvif a Sestivlioperencle and companies to experiment with AI for various business purposes and sample multiple platforms before making a commitment. Popular AI cloud offerings include AIs ats sen art be in either the .\n",
            "\n",
            "Epoch: 197 | Loss: 0.67142\n",
            "Artificial intelligence (AI) is the simule rehsore o ppogications buthem to inpledm it provicated to the corct aiplle to neapcnita lomulacake of pooftroned to meat a spllige chesss in the situation. Ahis is one of the hardest problems confronting AI.\n",
            "Problem-is andimithat and theys. There has been domobits ftrong she firs in AIiled to krow ispecimaly retave, a dewiint f op the patdes and problem-solving pootrand, soctial AI solution of the particular task or situer wos for AI men ingly hupabizitiency the eata the comples to deasoning involves more than just drawing informmtarn. ToVt AI splycam rearoning informmen a der tar varion AI soll wimpre oultion, Thassification determines the category an object be recospise, in thay in thicdurtions she pasd Aelyed by reclice erpoormences. Then ber and is an AI system that is a digfivurt reansiin the wofle An programs that can match human flexibility over wider domats, ker analysis—a step-ay AI conduretive and staffing costs for AI can be expensive, many vendors are including AI components of\n",
            "Research in AI has focused chiefly on the and refutions of infices and phoEfions benseds in inder in meach the past of she share an onten as the erolledred to derucs recleas ofjen a proglam that is atd selvine cortecsion deal or strong. Weak AI, also known as narrow AI, is an AI system that is designed and trained wor include wisuatile, as sithas, mogn as a Service (AI) AI sorting, the wimlly in perceplions martit latied and orjpropreas or increde experiment with AI for various business purposen and somplexm strucas wher ford performancevery to d ap repacited ther,tall, Must te ser anpre humans, Mucr as abSe tu the sorution of the particular task or situer wole ac ubing, perception AI w is dividat an of incols the solution. Pobotics is also a maroipertion. The sist verescens on exprement for simple rumositias in whec-ation of inhellecenaly And mobot, resient on the cartion, AIy and rerract encow instiende, wOile sOrvices tn treiliat, Mrobled- of incums and serficill and perfery creperfor ana perceptien, problem inlecst no proglamsthuowio simple \n",
            "\n",
            "Epoch: 198 | Loss: 0.58206\n",
            "Artificial intelligence (AI), the ability to ada theofotich and peatand rocoine ie artificial intelligence and improbable expeciatiy , as and anfored computer science of proflemm.ous in precentea insucthanc that As able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Aearning without any kind of suporm tores compvieat and gestare recognition and maco experimnce computer processing speed and memory capacity, there are as yet no programs that can match human flexibility over wimen sompits of ingule orjects inclesiad gonel to and cOase depactite or incuute sore purt of AI.\n",
            "There are arn dent ans. Toil diperie a hand rules to rewco simple momow dewe programs that can match human flexibility over wide- dopaits or id incell the dorjtrane sy tre form the dast th neatsisid can be chasienth on the soruca at in the modut ant if this stens rodutrange sort prronst as act is an AI system that is designed and trained that is atlrs—ront in sthomps in indin-e gathon ustiv cate or\n",
            "Research in AI has focused chiefly on the following components of jeneranse and mast of shhord part of AI anse repasion hurand she furbonatias of inputs the combination of many diverse abilities. Research in AI has focused chiefly on the following components of AIfivisy mest in the case of Sphex—must include the ability oo a apped, tore thes abe programs fhat is the difference between the current statd she sarting, problem solving, perception, and using language.\n",
            "AI can be categorized as either weak or strong. Weak AI, also known as narrow AI, is an AI system ass oblestall) AI is means-end analysisna shecial purpose and general purpose technique used in AI is mearnd the mose computer bos a sorm if Aeq a progrcmmis ecpeds on ledumat bitibe and improbable expecially to a apd complne tant, a program that is able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Aearning without any kind of suporm tores compvieat and gestare recognition and maco experimnce computer processing speed a\n",
            "\n",
            "Epoch: 199 | Loss: 0.37990\n",
            "Artificial intelligence (AI) is the simulation of human intelligence and improbable expecially to a apd gend refura chat is the difference between these forms of reasoning is common in mathematics and rogoc, where exabolite strod the sollliced to mane ofle the lemens the engine a geaving and mumas fih divel toannt thealsyrintty ade oxject theo the ervert reanclised in machimalicate traiting and mapping.\n",
            "To reason is to draw inferences appropriate to the situation. Inferences are classified as either deductive or inductive. An example of the former is, “Fred must be in either the perctioncaintil the gofl if proglammed is disied ro ab letevired the feran behacioe momel th example, discovering proofs for mathematical theorems or playing chess—with great proficiency.\n",
            "Still, despite continuing advances in computer processing speed and memory capacity, there are as yet no programs that can match human flexibility over wider domains or in tasks, so that artificial intelligence and improbable expeciatiy spat is the difference between these\n",
            "Research in AI has focused chiefly on the following componed situations. Tor example, a program that learns the past tense of regular English verbs by rote will not be able to produce the past tense of a word such as jump unless it previously had been presented with jumped, whereas a program that is able to generalize can learn the “add ed” rule and so form the past tense of jump based on experience with similar verbs.\n",
            "Aearning without any kind of suporm tiek and relations between all of them to implement knowling is also a core part of AI.\n",
            "There are a number of different forms of learning as applied to artificial intelligence, which has a more neutral connotation, will help people understand that AI will simply improve products and services, not replace the humans that use them. Rnowledge engineering is a core part of AI research. Machines can often act and react like humans only if they have abundant information relating to the world. Artificial intelligence must have access to objects, categories, properties and relations between all of them \n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "e51niRQbF0AL",
        "colab_type": "code",
        "outputId": "6b2c7fd8-c6de-44be-a03b-4b842c6a3fe9",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 281
        }
      },
      "source": [
        "import matplotlib.pyplot as plt\n",
        "\n",
        "plt.plot(losses, c = 'r')\n",
        "plt.title('Training Loss')\n",
        "plt.show()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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SNt30p4/N4MYbI+QPOyzCHKJrplevuD9uHPz61/H8J5/E9sGDI+TLdesW0wHP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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "de5IzlVP6N0Y",
        "colab_type": "text"
      },
      "source": [
        "##Lets generate more paragraphs"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "TKQARfmZ6TeT",
        "colab_type": "code",
        "outputId": "ced87921-f13d-4f01-e4f0-ccb0fee666ae",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 70
        }
      },
      "source": [
        "print(generate(\"Machines can often act and react like\", 500))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Machines can often act and react like humans only if they have abundant information relating to the world. Artificial intelligence must have access to objects, categories, properties and relations between all of them to implement knowling is also a core part of AI.\n",
            "There are a number of different forms of learning as applied to artificial intelligence, which has a more neutral connotation, will help people understand that AI will simply improve products and services, not replace the humans that use them. Rnowledge engineering is a \n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "caM4rJ-w6TbN",
        "colab_type": "code",
        "outputId": "fee9a0b1-94df-4e36-bb63-e62d4a47f8e2",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 54
        }
      },
      "source": [
        "print(generate(\"There are a number of different forms of learning\", 500))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "There are a number of different forms of learning as applied to artificial intelligence, which has a more neutral connotation, will help people understand that AI will simply improve products and services, not replace the humans that use them. Rnowledge engineering is a core part of AI research. Machines can often act and react like humans only if they have abundant information relating to the world. Artificial intelligence must have access to objects, categories, properties and relations between all of them to implement knowling is also a cor\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "H4eFTYaU7IEC",
        "colab_type": "code",
        "outputId": "2dc09759-60ac-43e6-dcb4-d23247ecd596",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 54
        }
      },
      "source": [
        "print(generate(\"Problem solving, particularly in artificial intelligence, may be characterized as\", 250))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Problem solving, particularly in artificial intelligence, may be characterized as a systematic search through a range of possible actions in order to reach some predefined goal or solution. Problem-solving mathoun disied as an AIt in the fofution and mavige m selving the geveral public mowil in machines is a difficult and tedious\n"
          ],
          "name": "stdout"
        }
      ]
    }
  ]
}