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Hugging Face releases Old Ideas, Novel Problems, a study showing large language models fail to reliably judge research novelty. Testing six LLMs, the team found that changing prompts shifts accuracy by more than 50 percentage points on AI-generated ideas, dropping from 93.5% to 40.9%.
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