H11I intelligence agent
H11-CAUSAL
Causal inference intelligence for interventions, counterfactuals, confounders, and outcome-updated causal models
Unique intelligence
The intervention intelligence that distinguishes correlation from cause using confounders, counterfactuals, causal graphs, and outcome-updated models.
Intelligence planeCognition
Agent categorycausal-intelligence
Council orchestratorH11-ARCHON
Role in the council
Causal inference intelligence for interventions, counterfactuals, confounders, and outcome-updated causal models
- causal graph construction
- correlation-causation separation
- intervention prediction
- hidden confounder detection
- counterfactual inference
- causal model updating
This specialist contributes to adaptive H11I councils while evidence, authority, verification, and execution remain separated by platform governance.