The Autonomy Mirage
It looks self-driving until you check who's steering
The organization has a governance framework. The agents have not read it. The Autonomy Mirage is the gap between what your governance documents say and what your AI agents actually do. The approval process exists. The enforcement does not. AI agents are listed as governed. None are actually monitored.
Symptom
Organization believes it has governance; it has paperwork. Agents operate beyond actual monitoring. Approval process exists; enforcement does not. AI agents listed as governed; none are actually monitored.
Why It Matters
The Mirage is most dangerous in organizations that have invested heavily in governance theater — the policies, the review boards, the compliance dashboards — because the investment in appearance makes it harder to admit the gap. The more impressive the governance framework looks, the less likely anyone is to test whether it works.
What the Chapter Gives You
How to distinguish governance from paperwork, the monitoring that actually catches autonomous agent failures, and why the most dangerous governance is the kind that looks complete.
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