New paper! We explore a radical paradigm for AI evals: assessing LLMs on *unsolved* questions. Instead of artificially difficult exams where progress ≠ value, we assess LLMs on organic, unsolved problems via reference-free LLM validation & community verification. LLMs solved ~10/500 so far:

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