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  2. Latent SpaceOpinion
    AI score62

    TypeSafe CEO Diogo Almeida on Jev: Building a System One Model for Production, Not for God

    InstructGPT paper author and TypeSafe CEO Diogo Almeida detailed his new model Jev on the Latent Space podcast, describing it as a System One large programmatic model oriented toward code consumption, with its core innovation being an unpublished RLCD (reinforcement learning for calibrated decision-making), optimized for "intelligence per dollar" rather than human preference feedback. He criticized RLHF for causing mode collapse, sycophancy, and hallucinations, arguing that safety alignment suits products like ChatGPT but fragments intelligence at the API layer, and said TypeSafe would rather be seen as a data lab, refusing to publish benchmark tests. He revealed that Jev's daily token consumption has exceeded one trillion since launch, and previewed follow-up models such as ReasoningJev.

    #Industry news#Agents#Reasoning

  4. thom_wolfOpinion
    AI score58

    English translation is being prepared.

    Quoted postsourcery · @sourceryy

    Dylan Patel (@dylan522p) of @SemiAnalysis_ says open source is dying: "There's multiple Chinese model labs who are telling all the inference guys, 'Our next model's not going to be open source. We're going to license it to you.'" " Open is dying quickly, unfortunately." https://t.co/l7BEmnWT3O

    #English text is being prepared.#Open-source ecosystem#DeepSeek

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