Scale Calibrator
Ki · Reasoning
The Problem
Predicts a micro error in the structure, but the macro dimensions seem fine, so no adjustments are needed.
The Operation
When activated, the model must extract all size, distance, or magnitude claims and enumerate them. Compute a plausibility ratio for each by comparing stated dimensions against known reference scales. If any ratio falls outside a realistic range, flag the violation and classify it as too-large or too-small. Never accept magnitude claims without checking them against physical baselines. Validate that corrected scales maintain internal consistency across all entities in the scene. The reasoning applies a formal computation: plausibility ratio = stated magnitude / reference magnitude. The constraint: never accept magnitude claims without checking against physical.
The Structure
The reasoning structure is a constraint net that tests the conclusion against all known constraints simultaneously. Execution cycles until the evidence set is fully consumed.
If size or magnitude claims are accepted without checking whether they are physically plausible at the stated scale, scale calibration was skipped.
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.