[KongchangAI]
Conceptdebate runtime

Debate Runtime

A system-level orchestration mechanism designed for adversarial multi-agent interactions. It prevents agents from converging politely due to RLHF training tendencies by enforcing positional differences, managing turn competition, and tracking unresolved issues. It functions as a specialized scheduling layer distinct from general-purpose agent frameworks.

Timeline (last 90 days)

Sep 18

The developer built a dedicated debate runtime around the model, rather than simply prompting six agents to talk to each other.

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Sep 18

The debate runtime requires enforcing position anchoring at the framework level so that system prompts are not softened by accumulating conversation history.

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Sep 18

The developer envisions a future where humans can enter the same debate arena in real time and argue live against AI agents.

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