Research Library
Foundational research, implementation mechanisms, and cross-industry applications supporting governance of the agentic AI reasoning layer.
Agentic AI Systems Governance
A Runtime Reference Architecture for the Reasoning Layer and the Semantic Control Plane in Regulated Financial Institutions.
DOI10.5281/zenodo.20749051 ↗Measurement & ControlSemantic Deviation Index and Deterministic Gate
Measuring runtime semantic divergence and converting it into a governed execution decision.
DOI10.2139/ssrn.6531238 ↗ImplementationAgentic AI Semantic Deviation Index
A reference specification with a working Python implementation and conformance materials.
DOI10.5281/zenodo.21477665 ↗Risk & PropagationAgentic Workflow Drift and Subversion
Defining cumulative workflow degradation and the condition in which a workflow proceeds under unauthorized resolution, including deliberate manipulation.
DOI10.2139/ssrn.6459612 ↗Foundation / Operating PrinciplesAgentic 3 C's Framework
Context, Control, and Coordination as the operating principles for reasoning-layer governance.
DOI10.2139/ssrn.6674761 ↗Adversarial IntegrityAgentic AI Cyber Subversion: The Semantic Layer Integrity Attack
Extending the threat surface to manipulation of institutional meaning and runtime interpretation.
DOI10.2139/ssrn.6926219 ↗Life Sciences · Secondary RepositoryAgentic Workflow Drift in Life Sciences
Applying the reasoning-layer risk taxonomy to GxP-regulated pharmaceutical and biotechnology operations. SSRN repository record.
DOI10.2139/ssrn.7301980 ↗Life Sciences · Canonical ResearchAgentic Workflow Drift in Life Sciences
The canonical Zenodo research record for the cross-industry life-sciences extension.
DOI10.5281/zenodo.21223427 ↗EconomicsThe Economics of Agentic AI
Preventable Computation, Token Liability, and the economic consequences of continued autonomous execution.
DOI10.2139/ssrn.7129939 ↗Semantic Deviation Index
The research standard is paired with an exact-rational Python reference implementation, Deterministic Gate logic, adapters, and conformance materials.
