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) (B)</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) (C)</p> Signup and view all the answers

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

<p>GPT-2 (C)</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 (D)</p> Signup and view all the answers

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

<p>Large Language Model (A)</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 (C)</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 (D)</p> Signup and view all the answers

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

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

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

<p>Specific words (B)</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 (B)</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 (A)</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 (C)</p> Signup and view all the answers

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

<p>Broader semantic categories (B)</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 (C)</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' (D)</p> Signup and view all the answers

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

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

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