
Neural Perimeter Defense: Autonomous Threat Surfaces in 2026
How multi-agent inference layers rewrite the red-team / blue-team loop—mapping adversarial prompts into hardened edge protocols before they ever reach production APIs.
Aria Voss
Principal Security Architect










