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ISSUE 285MORNING

Decision Models, Edge AI, Open Weights, Reinforcement Learning and Cloud Platforms

Cloudflare made a fast decision model, then tied the training loop to its cloud

Clef and Clef-flash answer bounded questions with probabilities instead of prose. Their Apache 2.0 weights can leave Cloudflare, but the company's new improvement loop is designed to capture outcomes, fine-tune the model and redeploy it inside Workers AI.

#decision-models#open-weights#edge-ai
ISSUE 255MORNING

Brazil, Compact Decision Models, Multilingual AI and Edge Inference

Julia 1 fit decisions on a CPU, then stumbled on the crowded menu

Supersonic Labs released a 144.3-million-parameter model that scores supplied choices on ordinary processors. Its strongest results came from small menus. A 72-label banking test exposed the cost of narrowing the menu too soon.

#brazil#edge-ai#decision-models