Hypothesis Tournament Engine
Ki · Reasoning
The Problem
Your model latches onto the first plausible explanation and builds a case for it, cherry-picking evidence, ignoring rivals. By the time it delivers its answer, it has already committed to a conclusion it never stress-tested.
The Operation
This ability forces a Bayesian competition. The model must generate 3+ rival hypotheses with prior probabilities, then update every hypothesis against every piece of evidence via likelihood ratios. If one dominates without 3 independent confirmations, its confidence is capped and redistributed. At least two rivals must survive the full tournament. No winner can emerge unchallenged.
The Structure
This ability runs on a convergence funnel. Multiple hypotheses enter, evidence narrows them, only survivors exit. The funnel loops until exhaustion or saturation, whichever comes first.
If a single hypothesis is adopted without competitive testing against at least one rival, tournament evaluation was not performed.
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