Ockham's Razor
Ki · Single Ability
The Problem
This is what breaks. The server outages must have three independent root causes, network instability, disk fragmentation, and a memory leak, because each symptom appeared separately. This spaghetti of hypotheses covers every angle.
The Operation
When activated, the model must enumerate all competing explanations for the observed phenomenon. For each explanation, count the independent assumptions it requires. Rank explanations by assumption count, fewest assumptions first. Test whether the simplest explanation accounts for all observed evidence. Reject any explanation that adds constructs exceeding what the evidence demands.
The Structure
This ability runs on a convergence funnel where multiple candidates enter, evidence narrows them, and only survivors exit. Execution repeats until the reasoning locks onto a stable conclusion.
If the explanation introduces entities or assumptions beyond what the evidence requires, parsimony enforcement 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