Healthcare RL tasks are mostly billing code — where are the House-style diagnostic sims?

nirmal_dist · x · 2026-10-31

The author mocks the current state of healthcare RL tasks: mostly coding drills for billing and reimbursements. What he wants is a Dr. House-style multi-turn + lab simulation whodunnit for diagnostic reasoning, complete with an 'It's never Lupus' meme. The post highlights how medical RL environments over-index on paperwork flows and under-build diagnostic reasoning.

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