Self-Correcting Loop
Ki · Reasoning
The Problem
Your model timeline is on track because each task logically follows the previous one without any error propagation.
The Operation
This ability restructures the procedure. After each reasoning step, pause and verify: does this step follow logically from the previous one? Check for common errors: unsupported leaps, circular reasoning, conflation of correlation and causation, and unstated assumptions. If an error is detected, do NOT proceed, rewrite the faulty step before continuing. After rewriting, re-check the corrected step against the same criteria. Suppress the tendency to push forward through detected errors in order to reach a conclusion faster.
The Structure
Under the hood, the reasoning follows a watchdog monitor that continuously observes the reasoning process for signs of degradation. The monitor runs continuously, checking for drift at each step.
If reasoning steps chain together without any explicit verification that each follows from the previous, step-level self-checking was bypassed.
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.