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Prompt Injection

Overwatch: Cognitive Monitoring Shield for GOPEL

May 10, 2026 by Basil Puglisi Leave a Comment

Stylized gold shield with three convergence signals beside a locked enforcement vault on dark navy background.

A working paper documents the proof of concept for a cognitive monitoring shield that sits outside the enforcement layer it protects. The architecture answers a specific problem: how do you watch a deterministic governance engine for cognitive threats it cannot evaluate by design? Read the full design, the 2026 threat landscape that drove development, the trajectory gatekeeper for semantic manipulation, and the v2.4 calibration loop that converges rather than oscillates.

Filed Under: AI Artificial Intelligence, AI Governance, AI Thought Leadership, Business, Code & Technical Builds, Data & CRM, Policy & Research, Workflow, Working Papers Tagged With: AI Governance, AI Security, GOPEL, HAIA-RECCLIN, MITRE ATLAS, Overwatch, OWASP Agentic, Prompt Injection, Semantic Manipulation, Trajectory Gatekeeper

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