Essays

Notes on healthcare AI, operating work, and the small workflow changes that providers, operators, and fund teams can inspect.

01 / October 19, 2026

AI scribes should be free

Keep local transcription, drafting, review and manual export free. Charge only for optional EHR integration and the continuing work to keep that connection reliable.

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02 / June 12, 2026

The Checklist Came Before the Model

Reliability on top of an unreliable component is treated as AI's newest engineering problem. Anesthesia solved it forty years ago and wrote down what worked.

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03 / June 12, 2026

Run Controls Before Patient Samples

Every clinical lab proves its analyzer still tells the truth each morning before the first patient sample. AI engineering calls that eval-driven development and considers it advanced.

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04 / Essay

Medical LLM Benchmark

Judging medical language models against the work they will actually touch.

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