
Why 54% Had AI Agent Incidents. 86% of GPUs Run Half-Empty.
VentureBeat survey of 573 leaders reveals enterprises deployed AI agents without governance. 54% already had incidents. Here's the 5-layer control stack and readiness assessment.
July 11, 2026 · 17 min read