This summer, we invited METR and Redwood Research to pilot an embedded evaluation of our internal monitoring system, providing deep access to our infrastructure over three weeks.

Their findings helped strengthen safeguards as we expanded the system and will help shape future research collaborations with METR and other third party evaluators.