algorithmovigilance

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What Did Fifty-Two Conversations About Healthcare AI Actually Teach Us?

08/30/2026

A year ago this was an experiment neither of us was sure about. Fifty-two episodes...

A lone baker cracking an egg at a small table under a spotlight on a dark, empty theater stage, symbolizing "judgment theater" and human oversight in healthcare AI adoption.

When the Machine Is Almost Always Right, Who Is Still Thinking?

08/23/2026

Every few episodes we stop interviewing and start synthesizing. This is our seventh Reflections episode...

Conceptual hero image for healthcare AI safety featuring Dr. Peter Embi’s silhouette next to an open, malfunctioning control panel with a red alarm light, representing the monitoring of clinical algorithms and medical AI drift.

The Doctor Who Diagnosed Himself — and Now Wants to Watch the Algorithms

07/19/2026

Peter Embí opens his own keynotes with a patient case. The patient is him. For...