PsyOpGuard analyzes headlines for psychological manipulation patterns using machine learning and the NCI neurocognitive influence framework.
Detects appeals to false authority, expert claims, and institutional pressure
Identifies emotional push-pull patterns designed to bypass rational thinking
Measures information overload tactics that exhaust critical analysis
Flags framing techniques that limit perceived options and choices
Detects fear, urgency, and survival-response triggers
The Neurocognitive Influence (NCI) framework models how psychological operations exploit human cognition. PsyOpGuard operationalizes this into real-time, ML-powered detection across five manipulation vectors.