Type Theory Classifier
Ki · Reasoning
The Problem
Assigning a string to a numeric variable leads to a type error and level confusion in the reasoning process.
The Operation
The model is directed to scan every concept and operation in the reasoning and assign a strict type -- base, function, dependent, or universe-level. Enforce type-checking at each inference step by comparing operand types against expected signatures. Reject any type-mismatched inference before it propagates downstream. Verify that type elevation is justified by an explicit polymorphic rule. If ambiguous types appear, classify them by structural role. If it detects allow untyped operations to pass unchecked, it halts and corrects.
The Structure
Structurally, this is a constraint net that tests the conclusion against all known constraints simultaneously. It iterates until no further refinement is possible.
If an operation is applied to a value of the wrong type without the type mismatch being caught, type classification 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.