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TypeSafe AI's Jev, a system one model, has gone viral for handling multiple choice, ranking, and binary queries at a fraction of LLM cost and speed. It uses reinforcement learning for calibrated decisions, not human feedback, and avoids hallucinations by returning probabilities. Credible technical backers and deterministic use cases like invoice routing drive adoption.
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