Feedback Loop Detector
Ki · Reasoning
The Problem
The temperature control system is in a feedback loop, causing oscillate behavior due to reinforcing tolerance.
The Operation
When activated, the model must identify all feedback loops and map their causal links with estimated delay per link. Compute total cycle time for each loop and classify as reinforcing or balancing. Check for oscillation risk: if loop delay exceeds response time, the system may overshoot. Do not identify feedback loops without analyzing temporal dynamics. If oscillation is detected, isolate the highest-delay link and simulate adding damping. The reasoning applies a formal computation: cycle time = sum(delay per stage); damping ratio = output amplitude n / output amplitude n minus 1.
The Structure
Under the hood, the reasoning follows a cascade propagation where effects ripple through each stage of the analysis. The procedure repeats until diminishing returns trigger an exit.
If a feedback loop is identified without analyzing its delay, oscillation period, or convergence rate, temporal dynamics verification was skipped.
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.