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Cloudflare says its new Clef model means humans no longer need to be in the loop for AI agents.

The DecoderIndependent reporting·
AI brief

Cloudflare introduced Clef and Clef-flash, models it says remove the need for humans in the loop for AI agents. Clef-flash returns classifications in about 39 milliseconds, more than ten times faster than TypeSafe AI's Jev model, and both models are built on Qwen under an Apache 2.0 license.

Why it matters: Cloudflare says the speed and design of these models allow AI agents to operate without human oversight.

Written by AI from The Decoder's published text.

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Source

“With Clef and Clef-flash, Cloudflare is challenging TypeSafe AI's Jev decision model. Clef-flash delivers classifications in about 39 milliseconds, making it more than ten times faster than Jev.”
The Decoder, 02 Oct 2026, 18:19.

Reporting from a publisher outside the organisation being covered.

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