1. A number is not an evaluation

    Reported accuracy on a convenient test split predicts almost nothing about how a model behaves on new subjects, new hardware and conditions nobody sampled.

  2. The energy budget is the specification

    On field-deployed instruments, power is not a constraint applied to a finished design. It is the constraint that determines which questions the device can answer at all.

  3. Introducing cyberdynamic.org

    Our new corporate site is live. Here is what is on it, what is deliberately not on it yet, and how it will change.

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