MCMetacognitionID: MC-023

Synergy Mining Engine

Ki · Reasoning

The Problem

Your model lists separate perspectives on climate change without combining them into a unified analysis or insight.

The Operation

The model is directed to scan for non-obvious connections between disparate elements in the problem space. Identify latent patterns by comparing structural similarities across domains. Classify each candidate insight as genuine, coincidental, or forced. Verify that identified combinations produce emergent value beyond their separate parts. Trace the generative path of the strongest insight to validate its foundation. The constraint: never suppressing genuine novel insights.

The Structure

Under the hood, the reasoning follows an emergence detector that watches for new patterns arising from the interaction of components. The loop runs until all inputs are processed or no new progress emerges.

If multiple perspectives are listed side by side without their combination producing a novel insight, combinatorial detection was not applied.

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.