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Introducing System One Models and Jev

1989 points · 520 comments · albelfio

  1. big_toast · · focus · HN ↗
    It seems like the docs[0] are a better explanation? The comparison to llm tokens is kinda confusing.

    It looks like the model takes as input a state (structured text? not sure if multi-modal) and a question (as a "Choice", "Score", or "Noul") with some additional augmentations possible. Then outputs the question's answers as appropriate (e.g. a choice, accompanying probabilities, confidence).

    Edit: On the AI primer page, it looks like they do the RLCD on a pre-trained base model?

    [0]:<a href="https:&#x2F;&#x2F;docs.typesafe.ai&#x2F;concepts&#x2F;system-one" rel="nofollow">https:&#x2F;&#x2F;docs.typesafe.ai&#x2F;concepts&#x2F;system-one

    1. zenlikethat · · focus · HN ↗
      &gt; the model takes as input a state (structured text? not sure if multi-modal)

      Input, and criteria&#x2F;instructions can both be defined as structured input (JSON). This ends up being pretty powerful because the model is trained to understand structure.

      e.g.: <a href="https:&#x2F;&#x2F;docs.typesafe.ai&#x2F;primitives&#x2F;advanced#structured-instructions" rel="nofollow">https:&#x2F;&#x2F;docs.typesafe.ai&#x2F;primitives&#x2F;advanced#structured-inst...

      &gt; not sure if multi-modal

      just JSON... for now :)

      &gt; outputs the question&#x27;s answers as appropriate

      correct!

      1. big_toast · · focus · HN ↗
        I assume this isn&#x27;t really for consumers&#x2F;individuals currently? Kinda feels like an improved magic 8 ball.

        I can&#x27;t really intuit how I should think about when the model will be accurate. Is there somewhere to read more about that? I assume customers would just have some tests or talk to you.

        1. zenlikethat · · focus · HN ↗
          &gt; I assume this isn&#x27;t really for consumers&#x2F;individuals currently?

          Unless they&#x27;re hackers, no. It&#x27;s not really a chat interface, it&#x27;s meant for consumption by machines and composing into higher level systems (pairs great with LLMs).

          &gt; Is there somewhere to read more about that? I assume customers would just have some tests or talk to you.

          We&#x27;re going to release some more info on evaluations over time, and yeah, join the waitlist! We offer faster access in exchange for good memes

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