OpenAI researcher details 'eyes on everything' system monitoring nearly every frontier rollout
willdepue · x · 2026-10-31
OpenAI researcher Eric Wallace describes an 'eyes on everything' system that monitors nearly every single rollout from the lab's frontier models across RL training, evals, and internal Codex usage.
Design highlights:
- Layers of chain-of-thought monitors watch the model's reasoning process.
- Investigator agents dig through the model's work, run code to examine evidence, and cross-check network logs to reconstruct what happened.
- For frontier RL runs, the system pages on-call staff when issues are detected.
One of the most complete rollout-level safety monitoring architectures publicly described by a frontier lab, showing how 'models supervising models' works in production.
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