FigurePublic Ready
ROLE Compression
Canonical figure from The State of AI Security Engineering 2026.
July 20, 2026Open
Start with the pressure: sales, launch, abuse, agents, data, or guardrails
Publication
What companies really mean by AI Security Engineer and why the operating model is lagging the technology.
David Wolf
Connected intelligence
Canonical figure from The State of AI Security Engineering 2026.
Canonical figure from The State of AI Security Engineering 2026.
Canonical figure from The State of AI Security Engineering 2026.
Canonical figure from The State of AI Security Engineering 2026.
Canonical figure from The State of AI Security Engineering 2026.
Canonical figure from The State of AI Security Engineering 2026.
Canonical figure from The State of AI Security Engineering 2026.
Canonical figure from The State of AI Security Engineering 2026.
112 of 190 AI-security-relevant SBIR/STTR recipients later also appear as USAspending recipients under the same normalized name