Ki · Reasoning

The Problem

The network latency seems fine; the data transfer delay is probably just a temporary issue without needing further analysis.

The Operation

Under this ability, the model must for each cause-effect pair, extract the expected propagation delay based on domain norms. Measure the observed delay between cause and effect. Compare observed vs expected delay. If the effect is anomalously slow, probe for mediators or confounds that weaken the link. Verify no cause-effect claim is accepted without a delay plausibility check. Accept timing face value is rejected.

The Structure

Under the hood, the reasoning follows a bidirectional verification that checks conclusions from both directions.

If the time lag between cause and effect is accepted without comparison to expected propagation duration, delay anomaly detection 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.