BVSR limits task info during AI-scientist idea generation
Across five proposers and 12 tasks, limited information raised originality and later selection discarded half the candidates.
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LLMs lag human researchers in research taste benchmark
LLMs reach only 26 percent citation matching and 18 percent idea matching with 2026 human papers.