Writing, in preparation.

Notes on applied AI and knowledge systems — evidence-aware knowledge graphs, what it takes to make 3.65 million words of commission testimony searchable and checkable, voice-first capture in clinical practice, and the discipline of building AI that lives in production. The first pieces are being written now; in the meantime, the work page shows what they will draw on.