Domain Risk Stratifier
Ki · Single Ability
The Problem
Uniform confidence across domains leads to flat trust in medical advice and financial recommendations, ignoring high stakes.
The Operation
This ability makes the model identify the active domain and classify its risk level for hallucination, factual error, and reasoning failure. Scan current output for claims in high-risk categories and flag each for enhanced scrutiny. Verify each flagged claim against available evidence with stricter thresholds. Rank flagged claims by severity and demand additional validation for the highest tier. Never apply uniform confidence across domains with different risk profiles. The constraint: never apply uniform confidence across domains different risk.
The Structure
The reasoning structure is a partitioned rule application that uses different reasoning rules in different contexts.
If all domains receive identical caution levels without adjusting for the higher stakes of health, legal, or financial contexts, domain risk stratification was skipped.
Haki · Multi Ability
Synergy Topology
In Haki mode, the API retrieves the primary ability first, then fans out to three synergy roles that compound its reasoning.
When retrieved in Haki mode, these four abilities don't run in sequence. They merge into a single injection where the dependency grounds the reasoning context, the amplifier sharpens the primary's output, and the alternative provides a fallback path if the primary's topology cannot converge. The result is a multi-angle reasoning scaffold that covers failure modes no single ability can reach alone.