OpenAI: This summer, we invited METR and Redwood Research to conduct a three-week in-depth visit to our internal monitoring system, piloting an embedded evaluation. Their evaluation results helped us strengthen security during system expansion and will lay the foundation for future research collaborations with METR and other third-party evaluation agencies.