MedFailBench: A Clinician-Built Open-Source Benchmark for Medical AI Safety Boundary Inspection

Goktug Ozkan

Most medical AI benchmarks measure whether a model knows the correct answer. MedFailBench asks a different question: which safety boundary failed? We present a synthetic benchmark…