Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
Evaluating medical AI under missing information: same-provider judges and human raters change apparent safety
Koyar Afrasyab
Readiness stress-testing of medical AI has focused on closed-ended and multimodal benchmarks. We extend it to open-ended clinical conversation under missing information, where safe…
cs.AI2026
Judge-dependent safety gains and model-specific helpfulness costs of evidence-sufficiency prompting in clinical LLMs
Koyar Afrasyab
Background: LLM judges increasingly score whether clinical language models give overconfident answers under incomplete evidence, yet whether a measured "safety gain" reflects real…