Stanford Releases ScholarCatalyst, a Retrieval Benchmark Built From Researchers' Judgments

StanfordAILab · x · 2026-11-06

Stanford AI Lab introduces ScholarCatalyst, a reasoning-intensive retrieval benchmark for scientific discovery built from human researchers' judgments. The authors reframe retrieval as 'research intuition' and explore how it can surface promising directions for open-ended discovery.

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