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sean@kellyenterprises.xyz

Writing

Essays, perspectives, notes

Longer-form thinking on integrated science, agentic systems, and the parts of building that don't make it into the case study. Opinions here are mine and are subject to revision when the evidence says so.

  • Aug 6, 2026Essay

    Why I went looking for a major that didn't exist

    The silos between the natural sciences are an administrative fact, not a fact about the world. On arguing with department chairs, recording evoked potentials, and why the ceiling on what one brain can hold pushed me toward computation.

    Integrated scienceNeuroscienceComputation
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  • Aug 6, 2026Perspective

    ELIZA is still the most important result in AI

    Surface fluency carries almost no information about the mechanism underneath. That was true of a string-matching program in 1966 and it's true of everything shipping today, except now we've lost the ability to measure the gap.

    Agentic systemsEvaluationInterpretability
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  • Oct 16, 2023Note

    Hello world

    The origins of Kelly Enterprises, and what applied consulting taught me about where the interesting problems actually live.

    Kelly EnterprisesConsulting
    →

Sean Kelly

Multi-disciplinary neuroscience to production AI systems. Building things that hold up outside the demo.

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