The Agentic 3 C's Framework
Context, Control, and Coordination as the operating principles of reasoning-layer governance.
Practitioner Research
Executive Briefs
Concise, issue-led practitioner entry points connecting the runtime governance architecture to enterprise, regulatory, cybersecurity, and operational-resilience questions. The final research records remain the canonical technical authorities.
The Economics of Agentic AI
Runtime governance as a distinct determinant of enterprise AI cost.
Agentic AI Semantic Deviation Index
A runtime measurement standard for the governance of agentic AI.
Agentic AI Workflow Drift
A new risk taxonomy for agentic AI governance.
Agentic AI Cyber Subversion
The Semantic Layer Integrity Attack as a threat class against the reasoning layer.
Agentic AI Systems Governance
A runtime reference architecture for the reasoning layer and Semantic Control Plane.
Agentic Workflow Drift in Life Sciences
The reasoning-layer risk taxonomy extended to GxP-regulated pharmaceutical and biotechnology operations.
Public commentary
Current issues and
research provenance.
Published articles and public records connecting the research architecture to enterprise and regulatory developments.
Enterprise Control
Your Next AI Failure Will Pass Every Control You Have
Why conventional controls can remain green while an agent resolves the wrong operational meaning.
The Financial Brand ↗Research LibraryAgentic AI Governance: Runtime Governance for the Reasoning Layer
A structured public index of the Doyle-Spare research program and its foundational contributions.
Substack ↗Regulatory ProvenanceNIST TEVV Zero Drafts Pilot Project
A public record of practitioner research submitted to the Test, Evaluation, Verification, and Validation pilot.
Substack ↗Model RiskBank of England PRA SS1/23: Public Comment
A practitioner research record addressing evidence, reconstructability, accountability, and runtime interpretation.
Substack ↗