Published May 9, 2026 | Version 1.0-bilingual
Preprint Open

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.

Files

domain-expert-debate.pdf

Files (912.1 kB)

Name Size Download all
md5:0ba80e855c63ae5b4209dde670b3971f
912.1 kB Preview Download

Additional details

Related works

Is supplemented by
Software: https://github.com/LocalKinAI/localkin (URL)