Analysis
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Multi-Agent Systems
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
Multi-Agent Systems
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