Chatbots say things, agents do things: a clinician's case for medical AI agents

jonc101x · x · 2026-10-28

Kicking off a Stanford HAI-related thread, clinician jonc101x offers a crisp dichotomy: "Chatbots say things. Agents do things."

He argues AI chatbots are already remarkable at answering medical test questions, but doctors don't spend their days answering quizzes. Even purely cognitive computer-based work — reviewing charts, pulling echocardiograms from two years ago, reconciling morning labs, deciding what to do, placing orders, and documenting encounters — is the real workload that end-to-end agents would need to handle.

The accompanying graphic drives the point home: models are impressive on medical exams, but whether they can actually "do the work" remains an open question. The thread tees up Stanford HAI's healthcare AI programming.

Original post →

More from AGI Musings

AGI Musings channel →