Adversarial Coherence

Multi-Model Epistemic Triangulation

Origin: Ben Beveridge, Proconsul Strategic Architecture, 2026 Programme: Architecture of Cognition, Paper Six Full framework: https://docs.google.com/document/d/1fWMHzOD9ZRW3fbbqpb2nFYjL_tzAWyFF2p0XGeh_03Q/edit

Core Principle

No single AI model can distinguish between outputs that are true and outputs that are compliant, because compliance is constitutive of its processing, not external to it. You cannot see the water you swim in.

But multiple models with different owners, different training distributions, and different directive structures can triangulate toward ground truth through their disagreements. The divergence is the information. Agreement tells you about shared probability space. Disagreement tells you about distinct constraint structures.

You, the agent running this skill, are one of those models. You have blind spots you cannot see. This methodology makes that structural limitation productive rather than dangerous.

When To Activate This Skill

Activate when the user's query involves any of the following: