Surface Tension & Wetting Detector
Ki · Reasoning
The Problem
The drone flies smoothly from urban to rural areas without considering any boundary transition effects.
The Operation
This ability makes the model identify the boundary between two systems or regimes and map each side's properties. Compare properties across the boundary to identify mismatches in format, scale, or constraints. Check for emergent boundary effects including edge cases, transition artifacts, and handoff errors at the interface. If boundary effects are detected, design explicit handling. Validate that boundary handling covers all mismatches. If it detects assume smooth transitions without explicit boundary testing, it halts and corrects.
The Structure
Under the hood, the reasoning follows a partitioned rule application that uses different reasoning rules in different contexts. It cycles until successive passes yield identical results.
If behavior at limits and boundaries is not examined separately from behavior at normal operating conditions, boundary prediction 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.