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Astra for Law

589 points · 689 comments · vertigoruntime

  1. cbg0 · · focus · HN ↗
    No word on model hallucinations in the blog post.

    <a href="https:&#x2F;&#x2F;artificialanalysis.ai&#x2F;models&#x2F;gpt-6-astra?omniscience=omniscience-hallucination-rate" rel="nofollow">https:&#x2F;&#x2F;artificialanalysis.ai&#x2F;models&#x2F;gpt-6-astra?omniscience...

    1. jrflo · · focus · HN ↗
      Does hallucination matter for this application? We&#x27;ve moved beyond raw recall being that important, it seems like for law specifically all relevant facts will be cited and checked easily by humans.
      1. jordanpg · · focus · HN ↗
        The lawyers I know are very fixated on the problem of hallucinated case citations which is amusing to me as a onetime programmer, since case citations have a well-defined syntax and would be relatively easy to check programmatically.
        1. massysett · · focus · HN ↗
          Which makes it all the more bizarre that LLMs have this problem. Claude Code runs the code it generates through a compiler, why can’t an LLM run its product through a cite checker? I’ve seen LLMs fabricate citations.
          1. heaney-555 · · focus · HN ↗
            A modern frontier model with an agentic harness will check its citations if the system instructions or prompt tell it to.

            You can get an effectively-zero hallucination rate with the right setup already.

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