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  "text": "New paper! We explore a radical paradigm for AI evals: assessing LLMs on *unsolved* questions.\n\nInstead of contrived exams where progress ≠ value, we eval LLMs on organic, unsolved problems via reference-free LLM validation & community verification. LLMs solved ~10/500 so far: https://t.co/3TzD9ULEtg",
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