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Comment by XCSme

2 days ago

> beyond LLMs to specialized approached

Do you mean that in this case, it was not a LLM?

It could not be done without Aristotle (https://arxiv.org/pdf/2510.01346), as clearly described in Tao's posts.

  • Never mind what Aristotle is, verifier llm models are definitely strong enough to verify proofs of elementary methods used here.

  • Aristotle is an LLM system.

    • "Aristotle integrates three main components: a Lean proof search system, an informal reasoning system that generates and formalizes lemmas, and a dedicated geometry solver"

      It is far more than an LLM, and math != "language".

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