The AI Governance Gap Brief

The AI Governance Gap Brief

24 Issues. One gap per issue.
Written by Patrick Upmann.

Patrick Upmann
Publisher · Architect of Systemic AI Governance · Founder AIGN
The AI Governance Gap Brief is my monthly newsletter on LinkedIn. Each issue identifies one structural gap between how organisations deploy AI and how governance, accountability, and regulation actually work — written for boards, senior leaders, and compliance teams. No framework theory. No generic advice. One gap per issue.
2,700+ global readers — regulators, researchers, board members, corporate leaders
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Current Issue — July 2026
Issue #24
The AI Governance Gap — The Human-in-the-Loop Gap
Almost every enterprise AI risk register ends with the same reassuring line: a human is in the loop. It is the control everyone trusts — and the one quietly failing. Organisations mistake a named, trained overseer for oversight that actually works, widening the gap between enablement and evidence: people positioned to intervene, but unable to under real workload, time pressure, and automation bias. Article 14 points in the right direction; it does not, on its own, prove the control holds. Not a technology gap. A gap between named human oversight and demonstrable intervention capability.
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All Issues — Sorted by Theme

Three blocks cover the full arc of the Brief — from where governance fails at the technology level, to how organisations create the conditions for failure, to the regulatory and liability exposure that results.