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“Take work away from frontier LLMs”: Subquadratic’s decision model claims 12x Jev’s context window

Jev has a lot to answer for. Ever since AI startup TypeSafe unveiled the decision model in mid-September, the industry The post “Take work away from frontier LLMs”: Subquadratic’s decision model claims 12x Jev’s context window appeared first on The New Stack .

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  1. 2026-10-14 13:35 · The New Stack AI
    “Take work away from frontier LLMs”: Subquadratic’s decision model claims 12x Jev’s context window

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  2. Fine-tuned two small decision models on my own server logs, locally on a Mac Studio. On par with Jev (for my specific use). — r/LocalLLM
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  4. Artificial Analysis' Decision Index Shows Jev Beats Claude Haiku 5.5 at 11x Speed — AlphaSignal
  5. Workday is using TypeSafe's Jev to build user interfaces on the fly — The New Stack AI
  6. A label-redefinition suffix moved our security classifier more than a length-matched neutral sentence — r/PromptEngineering
  7. Adding a benign shell action changed our content-injection score from 0.00 to 0.96 — r/deeplearning
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