Analysis
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Audit Trails
What a Real AI Supervisor Actually Requires
AI agents move in discrete steps, and the question isn't how fast you catch a problem - it's how many unsupervised steps an agent takes before anyone is in a position to catch anything. Control engineering solved this in 1987.
15 July, 2026
Audit Trails
Managed Autonomy, Not Autonomous AI
Companies solved the AI agent governance problem for humans decades ago - it's called Privileged Access Management. Most AI agents were never enrolled in it, and where the analogy breaks is the actually interesting part.
15 July, 2026
Audit Trails
Semi-Autonomous AI
When AI agents act without being asked, the question stops being whether they made a good decision. It becomes whether anyone can even say which piece of software made it - and what you can actually do about it.
13 July, 2026