Machine Heart

Aug 9, 2026 · Artificial Intelligence

Are Top AI Labs Stopping Paper Reading? Inside a Large‑Scale Reproducibility Audit

A massive reproducibility audit of all 168 ICML 2026 oral papers reveals that only a handful meet basic verification standards, with median reproducibility below 30% and rerunning costs soaring into thousands of dollars, exposing a gap between paper prestige and scientific reliability.