Can AI Agents Make Open-Ended Scientific Discovery? Evidence from Station
Station agents rediscover 62.7% of criteria from three ICLR papers, far above prior agent systems.
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Station agents rediscover 62.7% of criteria from three ICLR papers, far above prior agent systems.
Researchers introduce SciSlopBench, detecting AI-generated scientific papers at 85.9% accuracy via reasoning-breakdown measures, plus SciSlopHarness to mitigate slop.
ICLR 2027 received roughly 50,000 abstracts before its deadline, far above ICLR 2026's 19,500 valid submissions, straining peer review.
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