19 Questions
What is the focus of Sean Trott's research at the University of California, San Diego?
Theory of mind in artificial intelligence
Which specific version of GPT is the original ChatGPT based on?
GPT-3.5
What process did GPT-3.5 undergo to improve its capabilities?
Reinforcement Learning with Human Feedback (RLHF)
What is another name for the feed-forward network mentioned in the text?
Multilayer Perceptron (MLP)
Which type of neural network has computer scientists been experimenting with since the 1960s?
Multilayer Perceptron (MLP)
What is the specific version of GPT that OpenAI has described in detail?
GPT-2
In the context of neurons, what does it mean to 'compute a weighted sum of its inputs'?
Calculate the sum considering different importance levels for each input
What does LLM stand for in the context of large language models?
Large Language Model
What implementation detail of LLMs does Sean Trott choose to ignore in his article?
Fragmentation of words into tokens
What do the feed-forward layers in GPT-3 work by doing, according to the researchers from Tel Aviv University?
Pattern matching
Which layer in the GPT-2 model matched sequences related to television shows?
Layer 16
What type of patterns did the early layers of GPT-2 tend to match?
Specific words
Which of the following is NOT an example of a pattern matched by a neuron in the GPT-2 model mentioned in the text?
Sequences related to mathematical equations
How does the feed-forward layer in GPT models process input text?
It examines one word at a time
Which of the following statements about GPT-3's parameters is true?
The feed-forward layers account for two-thirds of GPT-3's total parameters
What do later layers in GPT-2 tend to match?
Broader semantic categories
Which of the following statements about GPT-2 is NOT true based on the information given in the text?
GPT-2 was developed by researchers from Tel Aviv University
What type of information did the neuron in layer 6 of GPT-2 match, according to the text?
Sequences related to the military and ending with 'base' or 'bases'
Which layer of GPT-2 matched sequences ending with a time range?
Layer 13
Explore the debate surrounding the evidence of Theory of Mind in GPT-3 language model based on its performance on tasks. Consider the implications of confounds in the task and the possibility of 'clever Hans' effect in language models.
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