The bottleneck for AI in medicine isn’t the architecture — it’s access. The richest data lives locked inside hospitals and consortia that can’t legally pool it. This season shows the way around the wall is real: a foundation model pre-trained across 16 institutions in 9 countries without centralizing a single image, decentralized learning validated across hospitals — and an honest reminder that privacy is something you engineer and spend, not a property you install.
