Data Protection for PII in AI Systems
Personal information protection across geographic and regulatory boundaries, including RAG and grounding data, privacy law, cryptographic controls, PII discovery and AI risk assessment.
Published research version v0.3 · October 29, 2026 · Comparative analysis and assessment diagramGoverned AI/ML Lifecycle Architecture
UML reference architecture connecting regulatory governance, RAG, fine-tuning, security controls, release gates and continuous production assurance.
Azure research preview · Research Version 0.1.0 · October 24, 2026 · Six UML views · AI-LC-001AI Governance, Risk & Assurance
Governance architectures, policy, standards, audit and control assurance.
Cybersecurity & Detection Engineering
Threat hunting, security telemetry, detection validation, and security operations research.
Editorial research draft · October 22, 2026 · 20 MITRE ATT&CK-aligned categoriesAI Red Teaming & Threat Modeling
Adversarial evaluation, security testing methodologies, and threat-informed controls.
Published delivery document v0.2 · November 5, 2026Existential Risk & AI Safety
Advanced AI risk scenarios, systemic consequences, and safety research.
Integrated research taxonomy · 17 domains · 112 candidate mechanisms · Editorial human-subject reviewBlockchain & Financial Services
Technical foundations, institutional tokenization, JPMorgan Kinexys, financial market infrastructure, cybersecurity and assurance.
Illustrated research preview · October 24, 2026 · Editorial draftAI Ethics & Machine Morality
Ethical frameworks, moral reasoning, and governance of advanced AI systems.
Research materials in development