Builders should audit the skills they install and test their monitors against bypasses, not assume either one holds.
From the Field Notes:
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.
From the Field Notes:
EditorAndrey Reshetnikov, AI product and AI engineering
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