Can we trust LLMs to judge whether a research idea is novel?
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Old Ideas, Novel Problems tests how reliably LLMs judge the novelty of research ideas, finding that small changes to the evaluation setup can produce very different verdicts.
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- October 27, 2026 17:01
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https://allenai.org/blog/novelty-bench