Last Updated: June 2, 2026
IR is not a score.
It is compressed interpretation pressure across the USOT system.
The System Role
Interpretation Routing (IR) is the final aggregation layer of GammaINDEX.
It takes all upstream signals:
- semantic states
- narrative structures
- regime dynamics
- graph neighbors
- entity influence
- confidence distributions
and compresses them into a single unified signal.
What IR Actually Represents
Boost from stable belief climates
regime-layer
Strength of active narrative propagation
narrative-flow
Influence from connected semantic states
graph-propagation
How strongly interpretation spreads across the system
belief-diffusion
The IR Composition Model
IR is constructed from multiple overlapping influence layers:
- regime_boost → macro stability effect
- narrative_boost → story dominance pressure
- entity_boost → actor-based influence
- neighbor_boost → graph proximity amplification
- confidence_boost → signal reliability weighting
- contagion_boost → propagation strength
These combine into:
final_ir_score
Semantic Pressure Field
IR does not represent probability alone.
It represents pressure inside the interpretation system.
This pressure determines:
- which narratives dominate
- which regimes stabilize
- which semantic states propagate
- which market interpretations persist
Hidden Mechanism
IR is the point where GammaINDEX stops being a graph system
and becomes a decision pressure engine.
It transforms:
distributed interpretation signals → unified action weight
This is what enables PLGL v1 execution logic.
Relationship to USOT Layers
IR sits at the top of the USOT stack:
Markets
→ Semantic States
→ Narrative Graphs
→ Regimes
→ Interpretation Routing (IR)
Each layer compresses the one below it.
IR is the final compression before action.
Relationship to GammaINDEX
GammaINDEX produces structured interpretation layers.
IR evaluates them.
GammaINDEX builds the graph.
IR reads the pressure inside the graph.
Together they form:
a closed-loop interpretation and execution system
Final Principle
IR is not a ranking function.
It is the compressed expression of system-wide interpretive pressure.
USOT does not predict outcomes.
It measures how strongly reality is being pushed toward outcomes.