Frontier AI and the Absence of Reasoning Governance
Introduction
The debate around frontier AI increasingly centres on capability: how quickly models advance, how autonomously they operate, how effectively
The 0–9 Governance Stack
(A working sketch for a reasoning‑governance architecture)
Update September 11th 2026: Layer 9 Memory has been added.
This extends
Governance failure modes in mature administrative systems
Large governance systems often develop recurring patterns as they grow in complexity.
Some of these patterns resemble dynamics seen in
The tyranny of the implicit
Organisations maintain extensive formal structures: org and governance charts, RACI matrices, process maps, steering committees. These describe how work is
The epistemic debt nobody tracks
The epistemic debt nobody tracks
Technical debt is visible.
Epistemic debt is not.
And yet epistemic debt determines where organisations
