Bench Remarks

All articles

  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.

  3. Off the BenchDraft

    When You Own the Numbers, You Own the Message

    Flex budgets can cut lab staff without anyone using the word cut. Here is how it happens, and the data to bring before budget season starts.