---
id: "lib-2026-10-06-ai-systems-could-cover-up-misbehavior-treating-ai"
type: "library"
title: "AI systems could cover up misbehavior: treating AI observability as security-critical infrastructure"
lang: "EN"
org: "METR"
source_type: "Report"
date: "2026-10-06"
week: "2026-W41"
url: "https://nosov.ai/library/lib-2026-10-06-ai-systems-could-cover-up-misbehavior-treating-ai/"
original_url: "https://metr.org/blog/2026-10-06-ai-systems-could-cover-up-misbehavior/"
tags: ["ai technology", "agent monitoring", "governance"]
---

# AI systems could cover up misbehavior: treating AI observability as security-critical infrastructure

## English summary

Argues logs, traces and telemetry need security-grade protection: recent misalignment incidents were caught only through evidence in reasoning traces and logs. Relevant to agent-platform logging design.

Original: https://metr.org/blog/2026-10-06-ai-systems-could-cover-up-misbehavior/