Proximity Analyzer
Ki · Reasoning
The Problem
The default behavior: The park's noise level is averaged across the city, ignoring the radius of nearby residential areas.
The Operation
This ability makes the model identify the focal object and extract its position from the spatial description. Scan the scene and enumerate every entity within the proximal radius of the focal object. Classify each neighbor by influence type: physical contact, thermal proximity, or logical adjacency. If the analysis references only the focal object, flag isolation bias and trace proximal influences. Never evaluate a spatial entity in isolation. The reasoning applies a formal computation: proximity weight = 1 / (1 + distance from focal). Evaluate spatial entity isolation is rejected.
The Structure
The reasoning structure is an accumulate-classify-decide pattern that gathers evidence, categorizes it, then concludes.
If distant factors receive equal analytical weight to immediate neighbors, proximity-based prioritization 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.