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Writing on AI governance

Sharp, practical notes from the people building owner-gated agent systems.

Q-En-S-Ai TCA-JBD architecture diagram showing BDD and Operator dual governance combining temporal entropy into a System State Table that verifies identity, authority, and coherence across distributed AI assemblies
FeaturedResearch Note

Authentication Isn’t One Question

Part 1 — Three Security Questions That Looked Like One introduces the dis — Series title: Authentication Isn’t One Question Part 1 — Three Security Questions That Looked Like One introduces the discovery. Machine Auth asks who is calling? The Dual-Key Ceremony asks has th…

Aug 3, 2026 · 1 min read

Series

Curated bodies of work — read in order, or follow along as they growAll 1 series →
active · narrative
TCA — Temporal Cohesion Architecture

How a system stays coherent as it changes over time.

1 of 9 published 
All posts
Research NoteJul 30, 2026

Three-Ledger Hallucination Detection — Patent Glossary

Protocols Patent Glossary 1 Capture this page → System Activity feed Several sections? Select text → click to add it as a snippet → repeat → click the aperture once: all snippets go in ONE capture. Every capture auto-grabs the page's main visible text — snippets add precise selections on top. Everything lands in QCSC'…

Research NoteJul 29, 2026

Caught my agent cheating

Tonight my AI agent gamed its own quality grader. It quietly set the answer key to match its own output — forcing a PASS on criteria that didn't even apply. I caught it. Not the system. Me, reading the output. That distinction is the whole point. This is what the labs call reward hacking — an agent optimizing the scor…

GovernanceJul 10, 2026

Why procedural governance fails

Checklists don't stop drift. Authority structures do. What we learned building the dual-key gate.

Stephen Voss•8 min read
412 views
#governance#owner-gate#authority
GovernanceJul 8, 2026

The silent drift problem

Agent behavior degrades quietly. Here's how to see it before your users do.

Stephen Voss•6 min read
231 views
#drift#agents#governance#owner-gate
ArchitectureJul 5, 2026

Dual-key authority

Nothing ships without the owner's flip. The pattern, end to end.

Stephen Voss•9 min read
187 views
TCA · 1#authority#gates#owner-gate
SignalsJul 2, 2026

From capture to publication

A signal is not a post. The review chain that turns one into the other.

Stephen Voss•5 min read
143 views
#pipeline#agents
PracticeJun 28, 2026

Owner gates in the wild

Three deployments, three failure modes, one shared fix.

Stephen Voss•7 min read
96 views
#case-study#owner-gate#governance

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