Bench Remarks

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  1. Interpret With CautionDraft

    What a General-Purpose AI Got Right (and Wrong) on 149 Expert-Graded Morphology Images

    How well does a general-purpose AI identify cells? I tested one on 149 expert-graded morphology images. Here is what it got right, where it struggled, and why a human still needs to review it.

  2. The OutlierDraft

    What Does "the Lab" Actually Do?

    Most people never see the lab, and television has not helped. A plain account of the work behind every result.

Sections

  • The Outlier

    Opinion and hard truths. The lab is healthcare's outlier, and these pieces say what usually goes unsaid.

    1 article
  • Interpret With Caution

    Evidence reviews and AI experiments, with the limits stated plainly.

    1 article
  • Off the Bench

    Leadership, careers, and management for the people who run labs and the people who want to.

    1 article