EVERY SIGNAL, SORTED.

Australia, University of Sydney, Deep Learning, Reproducibility, Riddled Basins, Neural Networks, Model Evaluation, Initialization, Training Runs, Rare Cases, Deployment Artifacts and Research Methods

A one-bit nudge sent AI training elsewhere. Ship the ensemble receipt

A study of roughly 500,000 neural networks found that absurdly tiny changes can send training toward different internal solutions. The useful response is not panic. It is to stop treating one lucky run as the whole product.