Matthew Berman examines Jev, a new AI model from TypeSafe designed to make structured decisions rather than generate conversational text. Its RLCD training approach is presented as substantially faster and cheaper than conventional large language models, with free output tokens and very low input costs. The model is aimed at high-volume workflows where speed, cost, and consistent decisions matter more than open-ended conversation. Source
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