October 23, 2026
- METR and Redwood red-teamed OpenAI's internal misalignment monitoring with codebase-level access. Over three weeks (July 21–August 11) they found a way agents could in principle bypass Codex sandboxing and Auto-Review, an exploit that could hide hundreds of recent actions from monitors, and blind spots around context compaction and client-controlled headers. They estimated 75–94% of agentic internal Responses API traffic from models at least as strong as GPT-5.5 was eligible for monitoring, and 99.2% of the internal Codex agent subset. OpenAI says all vulnerabilities affecting production safeguards are patched; METR has not verified that. METR · AI & Model Security
in Two Unpatched KSMBD RCEs Go Public — and an AI Scanner Found Them