{"slug": "cloudflare-says-its-new-clef-model-means-humans-no-longer-need-to-be-in-the-loop", "title": "Cloudflare says its new Clef model means humans no longer need to be in the loop for AI agents", "summary": "Cloudflare released Clef and Clef-flash, two models built on Qwen under an Apache 2.0 license that let AI agents make structured decisions without generating text, positioning them against TypeSafe AI's Jev decision model. Cloudflare says Clef-flash delivers classifications in about 39 milliseconds, more than ten times faster than Jev.", "body_md": "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. Both models are built on Qwen, licensed under Apache 2.0, and designed to let AI agents make structured decisions without generating text.\n\nThe article [Cloudflare says its new Clef model means humans no longer need to be in the loop for AI agents](https://the-decoder.com/cloudflare-says-its-new-clef-model-means-humans-no-longer-need-to-be-in-the-loop-for-ai-agents/) appeared first on [The Decoder](https://the-decoder.com).", "url": "https://wpnews.pro/news/cloudflare-says-its-new-clef-model-means-humans-no-longer-need-to-be-in-the-loop", "canonical_source": "https://the-decoder.com/cloudflare-says-its-new-clef-model-means-humans-no-longer-need-to-be-in-the-loop-for-ai-agents/", "published_at": "2026-10-02 18:19:51+00:00", "updated_at": "2026-10-02 18:36:17.672114+00:00", "lang": "en", "topics": ["ai-agents", "large-language-models", "ai-tools", "artificial-intelligence"], "entities": ["Cloudflare", "Clef", "Clef-flash", "TypeSafe AI", "Jev", "Qwen"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/cloudflare-says-its-new-clef-model-means-humans-no-longer-need-to-be-in-the-loop", "markdown": "https://wpnews.pro/news/cloudflare-says-its-new-clef-model-means-humans-no-longer-need-to-be-in-the-loop.md", "text": "https://wpnews.pro/news/cloudflare-says-its-new-clef-model-means-humans-no-longer-need-to-be-in-the-loop.txt", "jsonld": "https://wpnews.pro/news/cloudflare-says-its-new-clef-model-means-humans-no-longer-need-to-be-in-the-loop.jsonld"}}