# Reproducibility seems to be headed towards irrelevance in ML research. Is it too late? [D] > Source: > Published: 2026-09-06 21:00:08+00:00 I feel that reproducibility is now a lost cause in machine learning research for three reasons: Many research is moving towards the physical AI territory, where you need expensive hardwares or even entire laboratories with high-speed cameras, in order to perform an experiment. You truly have no idea