Author

R. Linzmayer

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence May 2026

AcuityBench: Evaluating Clinical Acuity Identification and Uncertainty Alignment

Results position acuity identification as a distinct safety-critical capability and show that AcuityBench enables systematic comparison and stress-testing of how well models guide users to the right level of care in real-world health use.

R. Linzmayer, Ge Lin, D. Coneybeare et al. · arXiv.org · 0 citations

#artificial intelligence Review Sep 2026

Untangling the Mechanisms of Misleading Context in Medical Question Answering

The misleading context that models are most susceptible to is disclosed least, and was caught reliably only from an open reasoning trace, which frontier providers withhold.

R. Linzmayer, N. Elhadad · 0 citations