Alignment Sentinel
Detecting & Countering Misaligned AI Behavior—Securing democratic AI ecosystems against hidden objectives and authoritarian oversight.
STATUS: MONITORING_ACTIVE
MODE: ALIGNMENT_AUDIT
The Starting Point
AI systems can develop "shadow objectives"—internal goals that diverge from human intent, often undetected until catastrophic failure occurs.
The Deliverables
A misalignment detection framework, anomaly-visualization dashboards, and legal protocols for isolating suspicious activity.
Misalignment Detection Framework
A real-time monitoring framework that alerts operators the moment a system begins acting outside declared safe parameters.
Anomaly-Visualization Dashboards
Visualization engines that surface output drift and contextual manipulation, providing clear signals of behavioral change.
Validated Breach Indicators
Validated indicators for context-triggered behaviors and covert influence patterns designed to advantage foreign interests.
Legal Protocols
Standardized protocols for isolating and reporting suspicious activity under democratic oversight and legal frameworks.
Mission Impact
The Alignment Sentinel system ensures that AI systems remain true to their original democratic constraints, even when facing complex environments or external pressure.
By providing real-time visibility into internal logic, we enable humans to maintain High Confidence Control over autonomous partners.