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TypeSafe AI released Jev, a non-autoregressive System One model that answers typed structured questions in a single forward pass with calibrated probabilities. It runs 70 to 500 milliseconds, claims 40x to 200x faster than frontier LLMs, and costs $0.042 per million input tokens. Access is waitlisted, and it cannot generate free text or accept images.
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Summary by ByteBrief
TypeSafe AI's Jev Model Cannot Write Text