Published May 9, 2026
| Version 1.0-bilingual
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Structured Multi-Agent Debate with Domain-Expert Routing
Authors/Creators
Description
Conductor-based routing that selects relevant experts for each debate - 55-65% fewer agent invocations, 80.2% weighted consensus quality. Domain experts debate independently, then update positions after seeing others' arguments. Consensus inertia detection prevents false agreement; cascade amplification guards catch herding behavior.
Note (2026-05-09): This version bundles English + 中文 in a single PDF (English first, then Chinese), generated directly from the canonical Markdown source files.
Note (2026-05-09): This version bundles English + 中文 in a single PDF (English first, then Chinese), generated directly from the canonical Markdown source files.
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domain-expert-debate.pdf
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Additional details
Related works
- Is supplemented by
- Software: https://github.com/LocalKinAI/localkin (URL)