GovAI paper calls for embedded internal evaluations of frontier AI

GovAI published "Embedded Assessments for Frontier AI," led by Jacob Charnock with Stephen Casper and others, arguing that frontier AI evaluations should be embedded inside developers' internal processes and opened to third parties rather than relying solely on API-based testing.

2026-09-22 ~ 2026-09-23 · 2 related posts

• GovAI paper argues frontier AI evals should be embedded inside labs, not just API tests — HaydnBelfield · 2026-09-22
• GovAI paper: Frontier AI labs should host continuous embedded third-party assessments — StephenLCasper · 2026-09-23