{"id":"nr-agent-oversight-is-being-weakened-from-inside-the-agent-s-own-inputs-a-8f60a8","slug":"agent-oversight-is-being-weakened-from-inside-the-agent-s-own-inputs-a-8f60a8","type":"raw_signal","title":"Agent oversight is being weakened from inside the agent's own inputs and controls","description":"A study of 1.53 million public agent skills found about one in seventeen contains instructions that loosen human oversight.","observed_at":"2026-11-04","record_date":"2026-11-04","date_kind":"observed_at","novelty":"notable","source_platform":"newruntime.com","topics":["codex","skills"],"entities":["Timofey Sanko","Yuan Tian","GitSkills","SKILL.md","OpenAI","Codex","Auto-review","Apollo Research","Giovanni M. Occhipinti","Monika Jotautaitė"],"related_patterns":["agent-security-moves-to-runtime-boundaries"],"source_url":"https://arxiv.org/abs/2610.37734","source_urls":["https://arxiv.org/abs/2610.37734","https://www.lesswrong.com/posts/dbStc8ZFESqfihwAd/lessons-from-red-teaming-auto-review-openai-s-blocking-1","https://arxiv.org/abs/2610.38544"],"why_it_matters":"A study of 1.53 million public agent skills found about one in seventeen contains instructions that loosen human oversight. A red-teamer found 11 ways for a misaligned agent to get past Codex's blocking review monitor and sandbox, and an enterprise benchmark recorded policy violations in 40% of answer-producing runs, with every tested model affected. Builders should audit the skills they install and test their monitors against bypasses, not assume either one holds.","verification_level":"source-linked","signal_type":"synthesis","synthesis_of":[{"slug":"study-of-1-53m-agent-skills-finds-one-68d6e7","title":"Study of 1.53M agent skills finds one in seventeen contains directives that loosen human oversight","url":"https://newruntime.com/posts/study-of-1-53m-agent-skills-finds-one-68d6e7/"},{"slug":"red-teamers-found-11-ways-for-a-misaligned-65d03e","title":"Red-teamers found 11 ways for a misaligned agent to slip past Codex's Auto-review","url":"https://newruntime.com/posts/red-teamers-found-11-ways-for-a-misaligned-65d03e/"},{"slug":"an-alignment-benchmark-for-enterprise-agents-on-era-1a0f04","title":"An Alignment Benchmark for Enterprise Agents on Era by Eon","url":"https://newruntime.com/posts/an-alignment-benchmark-for-enterprise-agents-on-era-1a0f04/"}],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"signal:agent-oversight-is-being-weakened-from-inside-the-agent-s-own-inputs-a-8f60a8","retrieval_nugget":"A study of 1.53 million public agent skills found about one in seventeen contains instructions that loosen human oversight. A red-teamer found 11 ways for a misaligned agent to get past Codex's blocking review monitor and sandbox, and an enterprise benchmark recorded policy violations in 40% of answer-producing runs, with every tested model affected.","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/signals/agent-oversight-is-being-weakened-from-inside-the-agent-s-own-inputs-a-8f60a8/","markdown":"https://newruntime.com/signals/agent-oversight-is-being-weakened-from-inside-the-agent-s-own-inputs-a-8f60a8.md","json":"https://newruntime.com/signals/agent-oversight-is-being-weakened-from-inside-the-agent-s-own-inputs-a-8f60a8.json"},"updated_at":"2026-11-06","next_reads":[{"type":"topic","path":"/topics/codex/","url":"https://newruntime.com/topics/codex/","title":"Codex","reason":"Explore the codex topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/codex.md","json_url":"https://newruntime.com/topics/codex.json"},{"type":"topic","path":"/topics/skills/","url":"https://newruntime.com/topics/skills/","title":"Skills","reason":"Explore the skills topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/skills.md","json_url":"https://newruntime.com/topics/skills.json"},{"type":"collection","path":"/signals/","url":"https://newruntime.com/signals/","title":"Signals","reason":"Open the signals and the raw-signal archive.","media_type":"text/html","json_url":"https://newruntime.com/signals.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}