Cloudflare's Clef model lets AI agents act without human oversight

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.