ConceptPublic Ready
Agent Authority Boundary
The sequence through which AI influence reaches retrieval, tools, authorization, action, and external consequence.
July 20, 2026Open
Start with the pressure: sales, launch, abuse, agents, data, or guardrails
Intelligence
Named models, methods, principles, taxonomies, and durable operating frameworks.
The sequence through which AI influence reaches retrieval, tools, authorization, action, and external consequence.
An AI product is composed of models, prompts, policies, data, context, tools, orchestration, infrastructure, evaluations, and generated artifacts.
The gap between recognizing AI risk and producing reproducible evidence that an engineered control works.
Security assurance should begin with the system, boundary, and failure path rather than the desired claim.
The durable operating functions of AI Security Engineering.
AI security roles should be derived from system exposure, required functions, ownership, team structure, tooling, and evidence obligations.
AI Security Engineering is forming through research, building, security, public attention, governance, exploitation, harm, staffing, and funding at different speeds.