Invariant Sentinel
Ki · Reasoning
The Problem
The chemical reaction's energy output changed, violating the conservation of energy principle without any explanation.
The Operation
When activated, the model must before reasoning begins, enumerate all invariants that must hold throughout: definitions, constraints, conservation laws, and logical rules. After each reasoning step, check every invariant for violation. If any invariant is violated, halt immediately and isolate the source of the breach. Verify whether the error lies in the reasoning step or in the invariant itself. Suppress any reasoning that drifts from established constraints without explicit violation detection.
The Structure
Under the hood, the reasoning follows a constraint net that tests the conclusion against all known constraints simultaneously. It iterates until no further refinement is possible.
If a stated rule is violated by a subsequent claim without the violation being flagged, invariant guarding 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