Blog

Published field notes.

Notes on radiology, clinical AI, regulation, product decisions, and the operating layer behind better reporting.

CFM Resolution 2,454/2026: what changes for clinical AI.

A practical reading of Brazil's new rules for medical AI: governance, risk, human supervision, and audit evidence.

A sober review of adoption, accuracy, reading time, cognitive load, and the practical limits of AI in daily radiology.

How adoption, integration, product depth, and clinical value change as radiology AI leaves demo mode.

How we redesigned reporting to remove intermediate clicks and what we learned from radiologists using it.

Seven properties a clinical audit log needs before it can survive a serious governance review.

Why generic speech models fail in radiology and what domain training changes in the output.