How Embedded Evaluators Could Monitor Frontier AI

2026-09-17

Transluce outlined how independent evaluators embedded inside AI labs could investigate risks such as multi-agent coordination, targeted persuasion, evaluation awareness, and concealed reasoning. Proposed approaches included monitoring agent swarms, examining training practices, and testing unreleased models under privileged access.