This is a Plain English Papers summary of a research paper called AI Math Skills Stalled: New Test Exposes Weakness, Hints Hurt!. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.
Overview
- New benchmark called FormalMATH containing 5,560 verified math problems
- Problems range from Olympiad to undergraduate level
- Uses novel human-in-the-loop automation process
- Current AI models achieve only 16.46% success rate
- Reveals surprising inverse relationship between natural language hints and proof success
Plain English Explanation
FormalMATH is like a massive test bank for AI systems trying to solve math problems. Think of it as training grounds where AI can practice formal mathematical reasoning - from high ...
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