Official announcementHugging Face Blog
Can we trust LLMs to judge whether a research idea is novel?
From the official release
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Can we trust LLMs to judge whether a research idea is novel?
[ Enterprise Article ](/blog) Published
October 27, 2026
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📄 Paper | 📊 Data | 💻 Code
Today we’re releasing Old Ideas, Novel Problems, a new study of how reliably large language models can evaluate the novelty of scientific research ideas. Alongside the paper, we’re publishing a benchmark, data, and code for testing novelty judges, plus an automated pipeline researchers can use to build new evaluation sets.
This is a short excerpt. Read the full announcement on the official source.
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