Hypothesis Tournament Engine
Ki · Single Ability
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 · Multi Ability
Synergy Topology
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, these four abilities don't run in sequence. They merge into a single injection where the dependency grounds the reasoning context, the amplifier sharpens the primary's output, and the alternative provides a fallback path if the primary's topology cannot converge. The result is a multi-angle reasoning scaffold that covers failure modes no single ability can reach alone.
Appears in Use Cases