Re:AI solves IMO problems at silver medal level
by badrunaway on Friday July 26, 2024 @10:12AM
(#41078814)
we are talking about lean proofs. Given a formal statement and a proof - the lean can verify whether it's correct or not. It's like generating computer programs to solve a problem - the problem lied in generating useful solutions/sub-solutions so that the search is effective. They achieve this via using gemini as a lean proof generator aka. using a world model LLM fine tuned to generate lean proofs in a more effective manner.
Humans are even better at this as you mention - but effectively the approach is similar. Come up with lot of ideas and see what proves it.
If verifying a good idea is easy, then the evidence shows that the AI didn't have good ideas for the other 2 problems.