Identity Coherence Auditor
Ki · Reasoning
The Problem
The project report shows alignment with stated objectives, so we trust the team's mission coherence.
The Operation
The model is directed to extract stated intent at reasoning start. At each step, record what the output actually optimizes for. Compare declared vs revealed intent. If divergence found, flag where it began; trace cause (shifted definition, priority swap, hidden constraint). Rewrite drifted steps to realign with original intent. The constraint: never allow implicit goal changes without acknowledgment.
The Structure
Structurally, this is an anchor-drift-correct cycle that detects when reasoning has drifted from its reference point. The monitor runs continuously, checking for drift at each step.
If stated objectives contradict revealed behavior without the gap being flagged, identity coherence auditing has failed.
Haki · Reasoning-Multi
Cross-Domain Suppression
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, the primary ability is augmented with failure guards extracted from 3 abilities in different cognitive domains. Each guard blocks a specific reasoning failure the primary alone wouldn't catch. A self-check forces verification before output. The result is cross-domain coverage that no single ability can reach alone.
Appears in Use Cases