What it is
Systemic divergence is the primary diagnostic of the 4 Pillar Report. It occurs when the “physics” of a story (The Mechanics) or the “rules” of the environment (The Map) do not align with the “intrinsic health” (The Machine) or “market psychology” (The Mood). It is surfaced via INTERNAL_CONFLICT (contradictory claims within one pillar) or STRUCTURAL_FRICTION (incompatible logic between different pillars).
How it is measured
Unlike traditional sentiment analysis that “averages away” disagreement to find a mean, our stack treats the disagreement as the highest-value data point. Divergence is flagged when claims are clustered into a Ledger that highlights:
The Delta: the measurable distance between two incompatible claims.
The Attribution: which pillar is “dragging” or “leading” the others.
The Evidence: specific claim IDs that provide the proof of the friction.
Relationship to the Four Pillars
Divergence only exists because the pillars are held in silos:
Machine vs. Mood: when the intrinsic condition is failing but the crowd is exuberant.
Mechanics vs. Map: when money or materiel is moving through a door that policy or law states is locked.
Map vs. Mood: when the regulatory environment has fundamentally shifted (for example, May 2026 mandates), but the narrative remains anchored in the legacy ruleset.
Where it shows up in the product
On any narrative or ticker surface where the Ledger identifies tension. It is visually presented as a Divergence Block, linking you directly to the conflicting claims so you can audit the friction yourself.