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Oct 1, 2026

Cloudflare releases Clef decision models for AI agents

Cloudflare introduced Clef and Clef-flash, two open-weight decision models designed to enable AI agents to make structured classifications without human oversight. Clef-flash delivers classifications in approximately 39 milliseconds, positioning itself as a faster alternative to TypeSafe AI's Jev model.

Oct 1, 2026·4 sources
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Top claims

  • ▪Strands Decider 2B replaces the traditional language-modeling head of Qwen3.5-2B-Base with a pointer head to compare hidden-state representations.
  • ▪Cloudflare reported a median latency of 38.8 milliseconds for Clef-flash and 209 milliseconds for Clef, compared to 524.1 milliseconds for TypeSafe AI's Jev.
  • ▪To run custom models, Cloudflare uses technology from Replicate, which Cloudflare acquired in late 2025.

Subtopics

AI agents1AI for developers1AI tools & products1Open-source AI1

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