Blog.
Notes on AI, drug discovery, and building platforms in biomedicine. Short posts. No listicles. Occasional diagrams.
2026
Writing again
18 Apr 2026·1 min read·meta, aiWhy I'm starting to write in public about AI, biomedicine, and the messy middle between them.
Designing agentic workflows clinicians will actually trust
12 Apr 2026·1 min read·ai, agents, clinicalAgents that act on behalf of clinicians need a different design budget than agents that suggest. Three principles I keep coming back to.
Three places patient digital twins mislead
28 Mar 2026·2 min read·ai, digital-twins, clinicalDigital twins are useful. They are also confident in exactly the situations where a clinician would hedge. Here are three failure modes I keep seeing.
Four failure modes of knowledge graphs over messy literature
10 Mar 2026·2 min read·ai, knowledge-graphs, biomedicineBuilding knowledge graphs over biomedical literature looks clean on a slide. The failure modes only show up once a domain expert starts asking questions.