Zero Output Tokens: Why Cloudflare Built Clef

by Nithin — A few weeks after Jev started trending, Cloudflare put out its own decision model.

Medium·1d ago

Same Weights, Three Scoreboards: What the Week of Jev Challengers Actually Taught Us

by Varun Nuthalapati — Cloudflare, Perplexity, and Fastino all shipped decision models that “beat Jev.” One of them loses to Jev on the independent leaderboard…

Medium·2d ago

[October 10, 2026 AI News Flash] ChatGPT Codex Evolves! Cloudflare Security Enhancements and Anthropic AI Misinformation Incident

Hello, it's My Pace Man here!Delivering your AI news for Saturday, October 10th, at 7:00 AM.Man, the AI industry is as fast-paced as ever!Recently, AI performance has been improving rapidly, and...

note·3d ago

An Ex-OpenAI Researcher Built an AI That Only Picks From a List, and 3 Giants Followed Within 16…

by Aya Mahmoud — Jev, OpenAI’s Decisions API, Cloudflare Clef and Strands Decider return typed choices with probabilities instead of text. Here is how…

Towards AI·4d ago

How to Cut LLM Costs With Cloudflare’s Auto Router: A Hands-On Guide

by dk.websolutions — Route every request to the cheapest model that can handle it, keep prompt caches warm in multi-turn agents, and see exactly why each model…

Towards AI·23h ago

Cloudflare Clef-omni: The Decision Model That Can Watch, Listen, and Decide

by Sai Dheeraj Gummadi — Cloudflare Clef-omni is a multimodal decision model. Give it a situation and a set of typed questions, and it returns a probability for…

Data Science in Your Pocket·1d ago

I have Claude Code living on my always-on home PC and am running all my work from my smartphone

On Hacker News, a post about 'a personal AI agent that runs on Cloudflare's free tier (Talorys)' gained over 260 points. I think this shows how many people want to keep their AI under their own ...

note·2d ago

Cloudflare Let AI Attack Its WAF 1,107 Times. The Constraints Mattered More Than the Model

by Muhawi Eka — This was not a story about AI replacing security engineers. It was a demonstration of how AI becomes useful when humans refuse to give it…

Medium·4d ago

Building an evidence-grounded agentic security operations harness on Cloudflare

Cloudflare Blog·5d ago

Meet Cloudflare Clef-omni: A 30B-A3B Multimodal Decision Model for Audio, Video, Image and Text

Cloudflare released Clef-omni, an Apache-2.0 multimodal decision model built on Qwen3-Omni-30B-A3B. It scores text, images, audio and video in one call for $0.15 per million input tokens, while...

Marktechpost·1d ago

Decision Models: The Week AI Stopped Talking

by Mark Yarnold — Cloudflare, Perplexity and AWS are making a case for AI that chooses rather than chats. Here is how decision models work, what the recent…

Medium·2d ago

Enterprise AI Vendors Separate Decision Logic into Model Layers

by Valentin Podkamennyi — Companies like AWS, Cloudflare, and OpenAI are launching specialized decision models to lower costs and latency in agentic AI workflows.

Major Digest·3d ago

Cloudflare Web Search API for AI Agents: Grounding in Workers

SitePoint·4d ago

An Ex-OpenAI Researcher Built an AI That Can’t Write. OpenAI Cloned It in 14 Days.

by Nov Tech — Jev picks an answer instead of writing one, for $0.042 per million input tokens. OpenAI and Cloudflare shipped rivals within about two…

AI Advances Briefs·4d ago

What is AI Buying? The Reality Revealed by Approximately 200 Million x402 Transactions—from $0.007 Searches

On September 30, 2026, Cloudflare launched the closed beta of its "Monetization Gateway." This system allows users to set prices for websites, APIs, MCP tools, and datasets, enabling software such as...

note·6d ago