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lewtun | 1 year ago

> I expect language models to also get crazy good at mathematical theorem proving

Indeed, systems like AlphaProof / AlphaGeometry are already able to win a silver medal at the IMO, and the former relies on Lean for theorem verification [1]. On the open source side, I really like the ideas in LeanDojo [2], which use a form of RAG to assist the LLM with premise selection.

[1] https://deepmind.google/discover/blog/ai-solves-imo-problems...

[2] https://leandojo.org/

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