Objects Without Morphisms: What LLMs for Mathematics Do Not Represent
Large language models (LLMs) have reached expert-level performance on competition mathematics largely through the volume of search placed around them: candidate solutions are sampled in quantity and retained only when an external criterion accepts them. Such a procedure improves the outcome that survives it while leavi...
Yan-Lin Wang, Sui-Jin Wang, Xiao-Peng Yuan et al.
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