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Home/Authors/A. J. Lew

A. J. Lew

1 indexed paper

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Publications per year

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26

Top categories

AI×1

Frequent co-authors

Y. Cao1×
M. J. Buehler1×

Research Timeline

2026
ProjectionBench: Evaluating Scientific Hypothesis Generation in LLMs Under Progressive Information Disclosure

The paper introduces ProjectionBench, a novel benchmark that progressively discloses information to evaluate LLMs' ability to generate scientific hypotheses, demonstrating that advanced models like GPT-5.4 maintain high accuracy even with minimal context.

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Papers

cs.AIRecentMay 28, 2026

ProjectionBench: Evaluating Scientific Hypothesis Generation in LLMs Under Progressive Information Disclosure

A. J. Lew, Y. Cao, M. J. Buehler

The paper introduces ProjectionBench, a novel benchmark that progressively discloses information to evaluate LLMs' ability to generate scientific hypotheses, demonstrating that advanced models like GP…

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