When I’m asked whether a medical LLM is “ready for production,” I never answer with a single metric or leaderboard rank. In regulated care settings, I care about one thing: how the model behaves inside real clinical workflows under worst‑case conditions. That’s where the MedHELM framework comes in. Building on Stanford’s HELM initiative, MedHELM gives … Continue reading MedHELM: Validate Medical LLMs for Real Clinical Use