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Nick Merrill

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#artificial intelligence Preprint Sep 2026

CruxBench: A Benchmark of Information Discovery

Benchmarks for large language models (LLMs) typically evaluate the accuracy of answers against fixed reference labels. But a central step in many complex real-world tasks is identifying which questions are worth asking in the first place: decomposing a difficult problem into subquestions -- which we call cruxes -- whos...

Hui Dai, Li-Na Piao, Nick Merrill et al. · 0 citations

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