Proceedings of the National Academy of Sciences, Volume 123, Issue 27, July 2026. Proficiency testing is widely used to assess expertise in medicine, engineering, and other high-stakes fields. In forensic science, such tests are often cited in court as evidence that pattern-comparison methods are accurate and reliable. Yet, the β¦