Research Library
ODA3 Institute research reports, incident analyses, regulatory intelligence and control-framework updates.
Evidence-governed research
The library consolidates incident analyses, research reports, regulatory intelligence, control-framework updates and practitioner guidance. Each publication retains its evidence tier, review cycle and Notably Absent discipline.
Research publications
AI Investigation Readiness
ODA3-2026-07-INS-074. Operational methodology for governing, operating, validating and sustaining AI-assisted investigative capability across GAISSF™, UAIF™ and AI-IRF™ contexts.
Canonical HTML · PDF · DOCX
GAISSF Ecosystem launch publications
ODA3-2026-07-INS-076 — ODA3 Institute Publishes GAISSF Ecosystem for Operational AI Security Assurance · Public documentation milestone · July 22, 2026
ODA3-2026-07-INS-075 — Why ODA3 Institute Published the GAISSF Ecosystem · ODA3 Insights / Founder Note.
Related framework documentation: GAISSF™ · UAIF™ · AI-IRF™ · GEL v1.0.
Context AI OAuth-token and tool-supply-chain analysis
Public-source incident analysis relevant to governance, incident classification and response evidence.
HAI‑004: EU AI Act operational readiness
From EU AI Act Obligations to Operational Evidence →
Supporting resources: operational crosswalk (XLSX) · 30/60/90 pathway (PDF).
MCP protocol and SDK research
Public-source analysis of protocol and SDK risk, with linked framework considerations.
AI incident response playbook
Operational guidance for containment, evidence preservation, isolation and recovery.
AI security governance model
Governance-to-control guidance for AI security ownership and operational assurance.
AI incident taxonomy gap analysis
Classification-focused analysis with source basis and limitations retained on the publication page.
RAG Security: From Trusted Sources to Defensible Answers
Source, ingestion, retrieval authorization and downstream-action guidance.
Publication limits
Research findings do not automatically establish normative requirements, legal compliance, certification eligibility or universal threat prevalence. Individual publication methodology and evidence-cutoff statements govern.
Research evidence discipline
Identify source tier, method, observation window, limitations and notably absent events.
Confirm ID, version, publication state, GEL terms and open gates before external reliance.
UAIF research
UAIF taxonomy, incident-data quality and sector-calibration methodology publications will appear here when their publication gates close. No planned title is represented as already published.
AI-IRF research
Research will appear after evidence and publication review gates close.