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OpenAI Codex 开发者称多代理集群是代币浪费,无质量提升

AI agent swarms are a massive waste of tokens with zero quality gain, says OpenAI Codex developer

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OpenAI 的 Codex 开发者说,多代理集群是代币浪费,不如用单个 Astra 代理,很实用。

OpenAI Codex 开发者 Eric Provencher 指出,运行超过两个并行子代理时,由于代理间缺乏信任会互相复核工作,导致代币消耗增加但质量无提升。他提到一个项目用 1,393 个代理花费 2 万美元代币完成 Python 重构,而单个 Astra 代理即可以极低成本完成。

原文 · Decoder

AI agent swarms are a massive waste of tokens with zero quality gain, says OpenAI Codex developer

OpenAI Codex developer Eric Provencher warns that running more than two parallel sub-agents almost always burns tokens without improving quality because agents don't trust each other and end up double-checking everyone's work. He calls this the "coordination tax" and points to a project where 1,393 agents spent $20,000 in tokens on a single Python refactoring that one Astra agent could have handled for a fraction of the cost. The article AI agent swarms are a massive waste of tokens with zero quality gain, says OpenAI Codex developer appeared first on The Decoder .