'Eyes on everything': researchers built monitors for nearly every frontier model rollout in RL and evals
Eric_Wallace_ · x · 2026-10-30
Researcher Eric Wallace describes an 'eyes on everything' system monitoring nearly every rollout from frontier models across RL training, evals, and internal Codex usage. It layers chain-of-thought monitors with investigator agents that dig through a model's work, run code to examine evidence, and cross-check network logs to reconstruct events; frontier RL runs also page humans 24/7 for urgent security alerts. He says it has been invaluable for spotting misalignment and holes in containment.
Related event: OpenAI details 'eyes on everything' monitoring system for frontier models(2 posts)→
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