DrB Proudly of Moroccan heritage which I bring into personal & professional life. As a pulmonary/critical care doc, I’m passionate about AI/healthcare.

I simplify AI for colleagues so it’s accessible & practical. Let’s bridge medicine and technology together!

AI scribes are here. But the liability? That’s all on you.The medico-legal landscape is shifting under our feet. My late...
02/03/2026

AI scribes are here. But the liability? That’s all on you.
The medico-legal landscape is shifting under our feet. My latest Substack breaks down how AI in healthcare isn’t just about efficiency, it’s about accountability, and attribution.
Read it here

Who holds the bag when the AI malfunctions?

02/03/2026

We’re not afraid of Ai. We’re afraid with Ai without accountability

The AI-Ready Doctor
Medical Ai Academy

02/01/2026

I enjoyed this rapid fire pulse check!
Local models? Ambient scribes? Wearables? Agentic Ai? One phrase for each.

The AI-Ready Doctor
AiReadyDoctor.com

Medical Ai Academy
MedicalAiAcademy.com

The rise of emotional Ai, the opportunities and the wisdom of asking questions.
01/30/2026

The rise of emotional Ai, the opportunities and the wisdom of asking questions.

the rise of Emotional Ai and Ai companions

01/26/2026
Is recall based knowledge in medicine still the norm? Rethinking Memorization in Medical EducationI used to defend why m...
01/26/2026

Is recall based knowledge in medicine still the norm? Rethinking Memorization in Medical EducationI used to defend why my residents needed to memorize something until I realized their phone could answer that in 3 seconds. The old "I'll look it up tonight" is dead.
Now you can look it up right at the patient's bedside or while you are drafting their ambient scribe generated note. With that note in context, you can invoke evidence-based knowledge and apply it to the context to generate enviable text for prognosis, for diagnostic pathway, or any other clinical reasoning or decision support.
I can't give a good reason to memorize anymore.

The truth? Memorization isn't dead.

But memorizing FACTS when AI retrieves them instantly? That's the part that's obsolete.

What actually matters now:

✅ Mental models that let you recognize patterns
✅ Foundation knowledge for clinical reasoning
✅ Internalized frameworks that guide decision-making

You can't reason about what you can't recall quickly. But you also can't waste cognitive load on what AI handles better.

The question isn't "Should we still memorize?"

It's "What's worth holding in your head when everything else is one click away? What is the functioning database that you need to have at bedside and what's new knowledge that one can look up at the bedside"

That's the shift medical education is struggling to name.

What's ONE thing you still make students memorize, and why does it matter?👇

I'm genuinely curious what you're holding onto, and what you've let go.

01/25/2026

Today is a good day 🌅

01/23/2026

I do see Ai in my hospital. I have vendors presenting me with their product. How do I choose and decide? I’ve never been trained on Ai and this is moving too fast.
Find your questions here.

The AI-Ready Doctor Podcast
AiReadyDoctor.com

Medical Ai Academy (Checkout Ai made simple for the modern doctor webseries)
MedicalAiAcademy.com

01/23/2026

I asked a question on my Reddit account: what hallucinations did you experience on an ambient scribe? It took off like a brush fire. 🔥

The AI-Ready Doctor
AiReadyDoctor.com

Medical Ai Academy
MedicalAiAcademy.com

Care Decoded
Find your news on improving health literacy through comprehensive health education, documentation workflows, and practice workflows.

01/22/2026

Mind your liability. Check the output because “Ai made me do it” won’t cut it.

The AI-Ready Doctor
AiReadyDoctor.com

Medical Ai Academy
MedicalAiAcademy.com

01/20/2026

Loud and clear: doctors are not afraid of Ai. We don’t want it done for us without us.

The AI-Ready Doctor
AiReadyDoctor.com

Medical Ai Academy
MedicalAiAcademy.com

Address

San Diego, CA
92117

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