Coherix — Structural Coherence Intelligence

User-triggered coherence analysis for AI outputs on ChatGPT, Claude, Gemini, and Perplexity with optional opt-in monitoring.

Coherix monitors the structural coherence of AI conversations in real time using the CMCI (Coherent Multiscale Cognitive Integration) framework. When you chat with AI assistants, Coherix analyzes every response across four scales — micro, meso, macro, and transversal — and gives you a live coherence score. WHAT IT DOES: Drift Detection: Identifies when an AI response starts losing structural coherence before it becomes obvious. Coherence Scoring: Assigns a real-time score (0 to 1) and regime classification (Stable, Adaptive, or Critical). Context Repair: Suggests or injects repair prompts to restore coherence when drift is detected. Memory Anchoring: Helps maintain context across long conversations by injecting structured memory cues. WHY IT MATTERS: AI models sound fluent even when their reasoning breaks down. Sentence-level fluency can mask weak logical flow and structural incompleteness. Coherix detects this gap — it scores architecture, not surface polish. HOW IT WORKS: The extension reads AI-generated text on supported platforms and computes coherence metrics using the CMCI engine. Scores are displayed in a non-intrusive sidebar overlay. No data is stored permanently. No tracking. No ads. Works with major AI chat platforms. Built by Coherix — Patent pending (OPIC Canada #3304899). Learn more at coherix.ca