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ScholarCatalyst tests whether AI can retrieve the papers that inspire new research

calendar_today October 3, 2026 person Aligned News domain aligned-news

The benchmark uses 894 research questions and judgments from 184 lead authors across 207 computer-science projects. Its strongest standard retriever recovered 48% of author-credited papers in the top 20, while an agent using that retriever reached 42%.

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