2min chapter

The Gradient: Perspectives on AI cover image

Talia Ringer: Formal Verification and Deep Learning

The Gradient: Perspectives on AI

CHAPTER

The Relationship Between Interactivity and Difficulty in an LLM

One thing I'm kind of curious about too is the relative difficulty an LLM might have when you ask it to use different strategies for a proof that admits multiple constructions. Maybe something seems a little bit more straightforward by one strategy and I guess intuitively like you might see that reflected if it's more difficult for a human to prove something with x strategy over another then maybe you'll see fewer proofs written that way. But I am kind of curious just about the interactivity there of maybe I'm trying to prove this in a more difficult way and then kind of through interaction with the system even if it's not doing it perfectly perhaps there can be some kind of interactive guidance that makes it a

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