the presumption is that these results are a side-effect of reinforcement learning to make the models smarter.
replyUh no, reinforcemnt learning doesn't magically pop out math proofs. OpenAI has a ton of mathematicians on staff and is spending millions of dollars in compute to pursue these solutions.
replyDropping ultra hard problems on those things and giving them reward when lean accepts the proof sound like an obvious RL environment tbh
replyThen anyone with access to their api’s could’ve come up with these already.
replyThat's not necessarily incompatible. The raw output could come from RL rollouts where the model learnt from the process of solving these problems.
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