Brain-inspired warm-up training with random noise for uncertainty calibration

Nature Machine Intelligence, Published online: 09 April 2026; doi:10.1038/s42256-026-01215-x Cheon and Paik show that overconfidence in deep neural networks arises from standard initialization practices, and that brief warm-up