Beyond the Failures: Rethinking Foundation Models in Pathology
arXiv:2510.23807v5 Announce Type: replace-cross
Abstract: Despite their successes in vision and language, foundation models have stumbled in pathology, revealing low accuracy, instability, and heavy computational demands. These shortcomings stem not f…