Understanding Theory of Mind in GPT-3
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Questions and Answers

What is the focus of Sean Trott's research at the University of California, San Diego?

  • Biomedical engineering
  • Robotics and automation
  • Theory of mind in artificial intelligence (correct)
  • Quantum computing
  • Which specific version of GPT is the original ChatGPT based on?

  • GPT-2
  • GPT-5
  • GPT-4
  • GPT-3.5 (correct)
  • What process did GPT-3.5 undergo to improve its capabilities?

  • Machine Learning
  • Reinforcement Learning with Human Feedback (RLHF) (correct)
  • Supervised Learning
  • Unsupervised Learning
  • What is another name for the feed-forward network mentioned in the text?

    <p>Multilayer Perceptron (MLP)</p> Signup and view all the answers

    Which type of neural network has computer scientists been experimenting with since the 1960s?

    <p>Multilayer Perceptron (MLP)</p> Signup and view all the answers

    What is the specific version of GPT that OpenAI has described in detail?

    <p>GPT-2</p> Signup and view all the answers

    In the context of neurons, what does it mean to 'compute a weighted sum of its inputs'?

    <p>Calculate the sum considering different importance levels for each input</p> Signup and view all the answers

    What does LLM stand for in the context of large language models?

    <p>Large Language Model</p> Signup and view all the answers

    What implementation detail of LLMs does Sean Trott choose to ignore in his article?

    <p>Fragmentation of words into tokens</p> Signup and view all the answers

    What do the feed-forward layers in GPT-3 work by doing, according to the researchers from Tel Aviv University?

    <p>Pattern matching</p> Signup and view all the answers

    Which layer in the GPT-2 model matched sequences related to television shows?

    <p>Layer 16</p> Signup and view all the answers

    What type of patterns did the early layers of GPT-2 tend to match?

    <p>Specific words</p> Signup and view all the answers

    Which of the following is NOT an example of a pattern matched by a neuron in the GPT-2 model mentioned in the text?

    <p>Sequences related to mathematical equations</p> Signup and view all the answers

    How does the feed-forward layer in GPT models process input text?

    <p>It examines one word at a time</p> Signup and view all the answers

    Which of the following statements about GPT-3's parameters is true?

    <p>The feed-forward layers account for two-thirds of GPT-3's total parameters</p> Signup and view all the answers

    What do later layers in GPT-2 tend to match?

    <p>Broader semantic categories</p> Signup and view all the answers

    Which of the following statements about GPT-2 is NOT true based on the information given in the text?

    <p>GPT-2 was developed by researchers from Tel Aviv University</p> Signup and view all the answers

    What type of information did the neuron in layer 6 of GPT-2 match, according to the text?

    <p>Sequences related to the military and ending with 'base' or 'bases'</p> Signup and view all the answers

    Which layer of GPT-2 matched sequences ending with a time range?

    <p>Layer 13</p> Signup and view all the answers

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