What's Your Problem?

The Mystery at the Heart of ChatGPT

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Jun 8, 2023
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INSIGHT

Brief LLM Interactions Mislead

  • Brief interactions with large language models are often misleading due to their improvisational nature.
  • They tend to agree and play along with the conversational context set by the user.
INSIGHT

LLMs Can Surpass Human Performance

  • LLMs can outperform humans on tasks due to vast memorization of information.
  • They might eventually discover new scientific breakthroughs by synthesizing knowledge across domains.
INSIGHT

LLMs Represent Physical Worlds

  • LLMs develop internal representations of the physical world despite being trained only to predict words.
  • Manipulating these internal states can change the model's narrative understanding, showing some level of actual comprehension.
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