Practice · Blog

Notes from the practice.

What the research papers actually say, what we shipped to test them, and what we'd build with another week.


  1. Agent design

    Alignment has a Fantasia problem

    A paper from MIT names the failure mode where an LLM agent commits to an underspecified user intent and then faithfully executes the wrong thing. We turned the prescription into a routing skill.

    Read the post →

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