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CruxBench: A Benchmark of Information Discovery
CruxBench evaluates LLM information discovery via Value of Information for decomposing forecasting problems into key subquestions, finding frontier models barely exceed random baselines.
Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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13/20 AI panelreviewers recommend it
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AI panel: 13 of 20 reviewers recommend it
lenient 5/5
medium 6/10
strict 2/5