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What We Learned from Reproducing 2,200 Papers from ICML 2026

The ICML 2026 hackathon reproduced 2,226 papers, raising questions about AI research reliability.

In a recent hackathon, over 1,200 participants attempted to reproduce 2,226 papers from ICML 2026, resulting in 6,816 Trackio logbooks. The findings raise important questions about the role of human researchers and the impact of AI tools in research experiments.