wiki-ingest: Multi-Agent System Reliability

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# Judge
## Definition
In the Adversarial Debate multi-agent pattern, the Judge acts as a moderator, deciding whether the Critic's objections are valid and forcing the Generator to fix issues. The Judge determines when the debate has reached a satisfactory conclusion.
## Role in Adversarial Debate
- Moderates: "The Critic is right. Fix it."
- Evaluates validity of Critic's objections
- Forces iteration if objections are valid
- Can break ties or declare winner
## Key Properties
- Should be most objective model in the trio (different training/fine-tuning preferred)
- May use Watchdog pattern to prevent infinite debate loops
- Has authority to require Generator to revise
## Related Concepts
- [[Multi-Agent Adversarial Debate]]
- [[Generator]]
- [[Critic]]
- [[Watchdog Pattern]]