System

Contradiction Agent

Finds disagreements across agents before the policy layer acts.

Utility

This agent must be runnable on its own and must produce evidence that supports a decision, an avoidance, or a confidence change.

Decisions Supported

decision blockiconfidence haircuti

Questions Answered

Where does the swarm disagree?i

Data Sources

All agent signalsi

Current Run Source Data

No direct source rows were attached to this agent snapshot.

Computed Signal

Name	Value	Regime	Confidence	Source	Observed
cross_agent_contradiction_score	66.1	constructive	80%	Finance Swarm Control Layer	2026-05-26T00:50:41+00:00

Declared And Target Feeds

Source	Status	Current Run Data
All agent signals	current run	Computed from current live agent snapshot.

Live Status

Agent score dispersion is 12.7 points across 26 live inputs; 4 warning flags are active.

Score

Warnings

• No active warnings.

Signals

Name	Value	Regime	Confidence	Source	Observed
cross_agent_contradiction_score	66.1	constructive	80%	Finance Swarm Control Layer	2026-05-26T00:50:41+00:00