Writings
Writings on AI, data, and the organizational realities behind success and failure.
20 May 2026
Explainability Is Not About Explaining the Model
In healthcare and science, trust rarely comes from understanding every internal parameter. Explainability is less about perfect transparency than about building systems humans can safely reason with.
12 min
13 May 2026Agentic Coding Collapses Build Costs. So Why Is Healthcare Software Still Hard?
As agentic coding drives software creation costs toward zero, competitive advantage shifts toward workflow ownership, governance, operational trust, and the permission to operate.
11 min
6 May 2026The Real Bottleneck Isn’t Models or Data. It’s Interfaces.
In fast-moving scientific and AI environments, the real constraint is rarely computation alone. Systems succeed or fail at the interface between methods, workflows, and human adaptation.
9 min