Knowledge / AI

AI here is not a product surface. It is a research instrument for clinical tutoring, intermediate hypotheses, and the knowledge OS that holds those traces.

On this site

Clinical Reasoning AI

Prototype: multi-agent tutor loop that scores intermediate hypotheses.

Projects

Clinical Reasoning AIPrototype

Investigating how agent architectures can approximate diagnostic reasoning for medical learning.

Personal Knowledge OSActive

A personal operating system for accumulating, relating, and retrieving intellectual work over time.

Research BriefActive

Personal observatory pipeline — Notion Thinking Vault as input, Obsidian as memory/graph, public MUJI homepage as the projection on this site.

Intellectual focus

Clinical Reasoning AI — Investigating how agent architectures can approximate diagnostic reasoning for medical learning.

Personal Knowledge OS — A personal operating system for accumulating, relating, and retrieving intellectual work over time.

Active questions

How can AI simulate clinical reasoning?How can biological mechanisms become computational models?

Related signals

Agentic tutors begin evaluating multi-step diagnostic traces — New prototypes score intermediate clinical hypotheses, not only final answers.

Personal knowledge graphs re-emerge as research infrastructure — Tooling trends favor local-first graphs with exportable relation schemas.