What Does Good AI in Healthcare Look Like? CHAI CEO Brian Anderson Is Trying to Get Every Hospital in America to Agree

Dr. Brian Anderson is a pediatrician turned CEO of the Coalition for Health AI (CHAI), the organization behind the push to give every AI tool in your EHR something like a nutrition label: what it was trained on, who trained it, and where it might fail.In this episode of How I Doctor, Dr. Graham Walker sits down with Brian to trace his path from a Mass General exam room, where a clunky EHR rollout first pushed him toward building technology instead of just using it, to running a coalition of more than 3,000 organizations trying to agree on one deceptively hard question: what does good AI in healthcare actually look like.They also break two major pieces of news together, live on the show. OpenAI and Anthropic are donating thousands of AI licenses to public health agencies through CHAI, aimed at rebuilding trust in digital tools after decades of underinvestment. And CHAI is launching a health sector specific version of Anthropic's Project Glasswing, bringing serious cybersecurity firepower to the industry Brian calls the most attacked critical infrastructure in the country.Graham and Brian also get into what "human in the loop" should really mean for a working physician, why model cards solve procurement but not the fifteen-minute exam room, and what CHAI is doing to finally connect AI performance to real clinical outcomes.What You'll LearnWhat CHAI's model cards actually tell a physician, and the gap that still exists between hospital procurement and the exam roomThe details of CHAI's new partnership with OpenAI and Anthropic, and what it means for public health agencies gaining free access to Claude and ChatGPTWhy CHAI is bringing a health sector version of Anthropic's Project Glasswing to hospitals, the most attacked critical infrastructure sector in the countryHow CHAI plans to measure whether AI tools are actually improving patient outcomes, not just getting deployed🩺 Offcall is more than a platform — it’s a community. Join today!📝 For a full transcript of this episode click HERE🎧 Subscribe to receive new How I Doctor episodes directly in your feed here: https://episodes.fm/1767429315👨‍⚕️Follow Dr. Graham Walker onLinkedIn https://www.linkedin.com/in/graham-walker-md/IG https://www.instagram.com/ubergraham/Bluesky https://bsky.app/profile/drgrahamwalker.com✉️ Join our newsletter On/Offcall here https://offcall.beehiiv.com/subscribe🟧 Follow Offcall onLinkedIn https://www.linkedin.com/company/joinoffcall/IG https://www.instagram.com/offcalldotcom/TikTok https://www.tiktok.com/@offcalldotcom