{"type": "article", "title": "Auditing System-1 Models on Biosecurity-Relevant Benchmarks: Calibration, Selective Prediction, and Permutation Instability in a Non-Generative Model", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/auditing-system-1-models-on-biosecurity-relevant-benchmarks-calibration-and-in-a", "original_source": "https://www.machinebrief.com/news/auditing-system-1-models-on-biosecurity-relevant-benchmarks-jgk4", "published": "2026-09-29T04:00:00+00:00", "accessed": "2026-09-29", "id": "auditing-system-1-models-on-biosecurity-relevant-benchmarks-calibration-and-in-a"}