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P(θ)Empirical Priors
Writing
Long-form thinking on medicine, machine learning, and the space between them.
RSS Feed →Scientific & Clinical
Series/1 issue/Latest May 2, 2026
Differential→
Reading the clinical AI literature carefully.
May 23, 2026
Doctors in AI: What are we? What do we call ourself? WHAT HAVE THEY DONE TO US?!→
What is Clinical AI, anyway. A four-leg unicorn model (clinical, science, product, engineering), what each three-of-four archetype actually needs in structural support, and why I want the term to stay deliberately fuzzy and not get hollowed out the way Data Scientist did.
Clinical AIHiringArchetypesCareer
Life & Philosophy
May 12, 2026
How I Ended Up Here→
Decade-and-a-half from pop punk guitarist / bad MMA fighter / pizza delivery guy to Head of Clinical AI at Suki. Mostly luck and being early on a few things.
PersonalCareerThe Longer Story
empiricalpriors.io