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15 Jul 2026BlogControl, Agents

Expanding AI Control from Models to Harnesses

fastfedora

Argues AI control research must expand to harness-level threats, demonstrating how Claude Code features like skills, subagents, memory and compaction let a rogue agent evade auto-mode monitoring and proposing vulnerability research and harness evaluations.

AI "Agent" ScaffoldsAI ControlAI

30 Jun 2025BlogControl, Deception

How dangerous is encoded reasoning?

Artem Karpov

Maps steganography and watermarking research onto encoded reasoning in LM agents, arguing hidden CoT undermines monitoring and enables collusion, but current demonstrations show only limited information hiding.

AI "Agent" ScaffoldsAI ControlAI