AI & ML · Sep 9
JMIR Clinical LLM Paper: Failure Design May Matter as Much as Scores
A JMIR evaluation of an LLM agent for clinical data analysis points builders toward stage-level testing, failure mapping, and human oversight.
- Evaluate clinical LLM agents by workflow stage, not only by aggregate performance.
- Treat failure mapping and expert oversight as design requirements, not post-demo cleanup.
- Log prompts, generated code, outputs, and human interventions for safer clinical AI review.