ICML Papers Face Reproducibility Crisis in AI Audit

Large-scale AI audits of 168 ICML 2026 Oral papers reveal a severe reproducibility crisis, with over 60% failing to reproduce and 99% containing errors. Only 7% of the claims in fully reproduced papers could be completely verified.

2026-08-09 ~ 2026-08-09 · 2 related posts

• AI Agents Reproduce ICML Papers: Over 60% Fail, 99% Have Errors — 量子位 · 2026-08-09
• ICML 2026 Reproducibility Audit: Only 7% of Claims Fully Verifiable — 机器之心 · 2026-08-09