A home for my thoughts as I learn about clinical AI, evaluation, safety, workflow design, and physician- and patient-facing tools.
Medical AI benchmarks contradict each other because they measure different things. A five-layer framework for evaluating clinical LLMs — from board-exam accuracy to patient outcomes — and why the evaluation layer usually decides the winner.
Sep 12, 2026 · 13 min read
From PubMedQA in 2019 to pragmatic patient-outcome trials in 2026 — how medical AI evaluation evolved, what each generation of benchmarks exposed that the last one couldn't see, and what exam scores can and cannot tell us.
Sep 12, 2026 · 12 min read
OpenEvidence versus ChatGPT: compare evidence on medical benchmarks, citation reliability, safety, and physician use, with study-specific limitations.
Sep 12, 2026 · 10 min read
A physician's review of six AI in medicine stories: ChatGPT in Epic, FDA outcomes evidence, SkinVision, AI ultrasound, autonomous mammography triage, and oncology RAG summaries.
Sep 9, 2026 · 12 min read
Google's AMIE can now conduct medical conversations, assist cardiologists, and interpret video visits. Here is what the evidence shows, and what it does not.
Aug 20, 2026 · 10 min read
A copy-and-paste Codex prompt for building a fast, SEO-ready personal website while learning how the code, content system, GitHub repository, and Vercel deployment work.
Aug 5, 2026 · 12 min read
A taxonomy for understanding the healthcare AI market by user, workflow, risk, and distribution.
Aug 4, 2026 · 11 min read
I built a personal website — my brand, blog, and hub — in half a day for $11.95. Here's how a busy physician did it, and why understanding the pieces matters more than the AI.
Aug 4, 2026 · 10 min read