PublicationPublic Ready
The State of AI Security Engineering 2026
What companies really mean by AI Security Engineer and why the operating model is lagging the technology.
July 20, 2026Open
Start with the pressure: sales, launch, abuse, agents, data, or guardrails
Concept
AI Security Engineering is forming through research, building, security, public attention, governance, exploitation, harm, staffing, and funding at different speeds.
Definition
Research to Build to Secure to Understand to Govern to Exploit to Harm to Staff to Fund.
Connected intelligence