This returns us to our introductory quotation: "Simply waiting a few months will resolve agent coordination challenges." Perhaps. I'll concede this possibility, but the aforementioned impossibility results aren't transient artifacts of current model capabilities—they won't disappear with smarter agents, representing inherent domain properties. Enhanced agents might improve algorithmic constants, but cannot eliminate fundamental bounds. For truly scalable multi-agent software development, we must eventually design protocols, languages, and tooling that address underlying coordination problems directly, rather than hoping they'll resolve themselves.
论文地址：https://arxiv.org/pdf/2603.24517v1
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