Can AI Agents Write NeurIPS Papers? CRUX Benchmark Sparks Adversarial Collaboration
sethlazar · x · 2026-07-31
A discussion围绕 the CRUX benchmark evaluates AI agents' ability to independently write NeurIPS-level academic papers. Researcher Sayashk highlighted the diverse perspectives within the co-author group and welcomed "adversarial collaboration" to test and improve new scaffolds.
Scholar Seth Lazar noted that while current models still face challenges, he expects the benchmark to be broken soon. He suggested expanding the evaluation beyond highly creative papers to include routine academic work that makes incremental progress.
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