Scaling Clinical AI to One Million Patients Taught Us Things No Pilot Study Could
A Nature Medicine analysis of 1M+ patient AI deployments across three healthcare systems reveals the infrastructure gaps sponsors must...
Clinical AI
Benchmark Scores Don’t Save Patients: Why Clinical AI Needs RCT-Grade Evidence Before It Touches a Workflow
Med-Gemini scores 91% on MedQA. OpenAI's o1-preview hits 96%. Neither number tells you what happens when the algorithm meets...
The Specialized Clinical AI Trap: General-Purpose Chatbots Are Winning the Benchmark War
A Nature Medicine study shows general-purpose LLMs outperform specialized clinical AI tools on real physician questions—exposing a validation crisis...
Clinical AI Is Being Deployed Faster Than It Can Be Trusted: Here’s the Network Trying to Fix That
43% of FDA-authorized AI clinical tools lack published validation data. A Columbia-led research network is building the governance framework...
The Oversight Gap Nobody Is Naming: State Sandboxes Are Filling a Void the FDA Has Left Open
Utah's clinical AI sandbox and the FDA's 1,451 AI device authorizations reveal a structural oversight gap—states are building what...