rotative
the decoder · 2026年10月2日

cloudflare clef 模型让 AI 代理无需人类干预

cloudflare 发布 clef 和 clef-flash 决策模型,无需人类干预即可让 AI 代理做出决策。这影响了 AI 代理的开发和部署。

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cloudflare has introduced clef and clef-flash, decision models for ai agents that provide probabilities for predefined answer options, enabling automated actions. built on qwen models, clef and clef-flash support both text and images. clef-flash responds in 39 milliseconds, while clef takes 209 milliseconds, outperforming competing models like typesafe ai's jev. cloudflare reports that clef and clef-flash achieve high decision quality, with clef leading on the jev decision index in cloudflare's benchmarks. this development could significantly impact the deployment and development of ai agents, potentially reducing the need for human oversight in certain tasks.

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