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Learning to Discover Interesting Mathematics

Hugging Face Daily Papers ↗ · 2026-09-23 Cached

This paper defines intrinsic interestingness for mathematical theorems using proof-to-statement length ratio and trains a 27B model to predict proof difficulty, enabling the generation of more interesting theorems and self-expanding mathematical libraries with reduced overlap with existing knowledge like Mathlib.

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