Friday Edition · Always Free

Ethical AI in Healthcare

Every Friday: the AI conversation, from a working clinician’s seat.

AI is entering ICU workflow rapidly — algorithmic triage, decision support, autonomous documentation, predictive deterioration scores. Clinicians who understand how these tools work, and how they fail, will lead this transition responsibly. Every Friday is free, because the conversation matters too much to gate.

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What This Track Covers

Topics on the schedule.

Algorithmic triage & bias
Clinical decision support governance
Predictive deterioration models
AI in respiratory care & ventilation
Equity in healthcare algorithms
Regulatory frameworks (FDA, EU AI Act)
When to trust the model, when to override

Latest From This Track

Recent Friday editions.

Friday · Ethical AI in Healthcare

July 24, 2026

The Machine Tied Us. Two Major Trials Tested Automated Ventilation Against the Bedside Team and Found No Difference, and Equivalence Is the Hardest Result in Critical Care AI to Govern.

ACTiVE randomized 1,514 patients to fully automated closed-loop ventilation or protocolized conventional care and found no difference in ventilator-free days.

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Friday · Ethical AI in Healthcare

July 17, 2026

The Sepsis Model That Was Right Last Year May Be Wrong Tonight. And Nothing in Your ICU Will Tell You.

Clinical AI does not fail loudly.

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Friday · Ethical AI in Healthcare

July 10, 2026

Clinical-Grade, or Just Clinical-Priced? A New Nature Medicine Benchmark Found the Purpose-Built Medical AI Was No Better Than a Free Google Search.

When frontier general-purpose chatbots went head to head against two market-leading clinical AI tools on real physicians’ questions, the specialized tools lost, and landed in a statistical tie with a…

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A Note from the Founder

Why Fridays are free.

Healthcare AI will affect every clinician, regardless of subscription. The asymmetry of who shapes these tools and who is shaped by them must be closed. Fridays are ICCN’s contribution: rigorous, accessible, and free to everyone in the conversation.

— Javier Amador-Castaneda, BHS, RRT, FCCM, PNAP

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