From Language Emergence to Collaborative Emergence: How AI Can Make High-Quality Decisions

从语言涌现到协作涌现：如何让 AI 产生高质量决策

Lv Ruofan proposes the Agent Room model: multiple agents share context, a task ledger, Memory, Runtime, and Artifacts, and two software-engineering cases show the system moving from workflow automation toward collaborative judgment rather than predefined task routing.

Why it matters: HKR-H/K/R all pass, but this is a methodology piece rather than a model launch or open-source framework. Concrete Agent Room mechanisms and 2 R&D sites put it in the 72–77 featured band.