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An Overview of Frontier AI Company Monitoring Practices in Mid-2026

This document provides an overview of monitoring practices for internally deployed agents at frontier AI companies, focusing on OpenAI (OAI), Anthropic, and Google DeepMind (GDM). It highlights that most monitoring is done asynchronously, with some real-time automated classifiers used for agent actions. However, there is limited public information about GDM's specific practices, as much of the data comes from their control roadmap, which outlines suggestions rather than confirmed implementations.

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PublishedOctober 7, 2026Francis Rhys Ward
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WHY IT MAY MATTER

This information is useful for understanding how leading AI companies monitor their internal AI agents, which can inform policy and safety measures.

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