Institutions where our founding members practice
A growing community of physicians across top academic centers who believe clinicians should be in the room where AI gets built. Share cases, discuss what the models miss, earn bounties, and get early access to evaluation studies from the labs that matter.
Started by clinicians across leading AMCs who wanted one place for physicians to talk about AI, test it, and make it better. No data sold. No strings.
We sent a confirmation link to . Click it to lock in your founding member status.
As a founding member, you'll be first in queue when bounty payouts launch, and first to hear about paid lab studies.
Forward this to a colleague who should be in the network.
Slack with a #case-of-the-week thread. A monthly email worth reading: interesting AI failures, new bounty types, lab partnership updates. No filler content. Clinician-run means we know what your inbox actually looks like.
When a frontier AI model gets clinical reasoning wrong, you can submit a structured correction with a reasoning trace, anytime, from anywhere. The platform is always on; there's no application window or scheduled session. We pay per verified submission, from quick lab interpretations to complex management decisions. Payouts launch Q2 2026, founding members first.
Frontier labs, data sources, and clinical AI application companies periodically need credentialed clinicians for structured eval work. You opt in, and we match you to relevant studies by specialty when they open. No irrelevant outreach.
You're seeing real patients and real AI failures. You have the clinical exposure and the time between rotations. Bounties are async, self-paced, and stack with your existing schedule.
You're the primary target. You see more edge cases in a month than most physicians see in a year. Your reasoning trace is what labs actually need: not a general "this is wrong" but a structured why.
Attendings bring subspecialty depth and clinical authority that residents can't provide. Panel studies from labs frequently request attending-level expertise. NPI verification unlocks higher-tier study access.
AI failures aren't just in internal medicine. Cardiology, neurology, oncology, surgery, psychiatry. Every specialty has its failure modes. We tag you by specialty and match accordingly.