Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning 事件

Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning arXiv:2605.28433v1 Announce Type: new Abstract: Role-based LLM multi-agent systems need adaptive role pools, yet adapting such systems is not merely a matter of prompt optimization: roles often carry structural obligations, including capability coverage, message compatibility, validation, final-answer aggregation, and parser-compatible output protocols. Existing systems either fix the role inventory and los