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!

11/25/2025

Have you ever tried to raise the stakes on your Ai? Be mean to it. See what it does.
- Is this the best you can do?
And watch it apologize to you and give you a better answer.

Jennifer Gastelum did you try that yet?

Watch the full episode
https://youtu.be/fnH87A12-t0

Well episode 10 dropped. And with it a candid conversation with my delicious colleague and friend Dr Gastelum. I adore y...
11/23/2025

Well
episode 10 dropped.
And with it a candid conversation with my delicious colleague and friend Dr Gastelum.

I adore you. Thank you for speaking honestly and bringing your lived experience with Ai as a doctor, a mom, a super hero really.

There is a moment in the interview where …
I..
Honestly…
Forgot to breathe…
That much the story was compelling..

You will too. I promise. She’s extraordinary.

While you’re at it, subscribe to my newsletter. Not for anything not to stay connected.

Substack:
AiReadyDoctor.substack.com

YouTube full episode:
https://youtu.be/fnH87A12-t0?si=QasTgnXuqYN_b0vA

Website: AiReadyDoctor.com

Apple Podcast:
https://podcasts.apple.com/mx/podcast/the-ai-ready-doctor/id1814462141?l=en-GB

Spotify:
https://open.spotify.com/episode/75d8eec1r0zGHXTLE1HjGl?si=8ac0dcb086564f61

“Disclaimer: Informational only. Not medical advice. Consult your doctor for guidance.”Welcome to another episode of The AI-Ready Doctor, where we explore th...

A simple LinkedIn post I made led to a call from NPR Marketplace.They found my piece about patients bringing ChatGPT pri...
11/18/2025

A simple LinkedIn post I made led to a call from NPR Marketplace.

They found my piece about patients bringing ChatGPT printouts to clinic. They asked to talk about what actually happens in the room when a patient walks in with AI-generated advice. Not theory. Not fear. Real encounters. Real tension. Real opportunity.

I said yes.

The NPR team said they found the post because it “felt honest.”
That meant something to me.
Honesty is how we move this conversation forward.

This interview will air the week of Thanksgiving. And I’m taking this as a sign of something shifting.
The public is now asking the right question:
How do we talk about AI with patients without making them feel judged or dismissed?

Clinicians see the flood coming. Patients are already using these tools. Some arrive with accurate summaries. Some arrive with hallucinated nonsense. All arrive wanting clarity. That’s the moment where we either build trust or break it.

Everyone is reaching for help, and AI is now part of the exam room whether we like it or not.

I’ll share the interview link once it runs.
For now, I’m sitting with the strange feeling of being heard at the national level for saying what many of us see every day.

We’re not debating the future.
We’re describing the present.

And it’s time we talk about it openly.

The first reported Ai agent orchestrated cyber espionage attack by a state sponsored agent. The dream has turned nightma...
11/16/2025

The first reported Ai agent orchestrated cyber espionage attack by a state sponsored agent. The dream has turned nightmare. It happened mid September. Thank you Anthropic (Claude Ai parent company) for reporting it.

Let that settle for a moment.

In medicine, we like to say “hope is not a strategy.”

Neither is assuming AI vendors have this handled.

Read more on the AiReadyDoctor newsletter

https://substack.com//note/c-177114266?r=59nv8n&utm_medium=ios&utm_source=notes-share-action

“I’m going to call 911. Your dad has chest pain.”That’s the call I got from his home physical therapist.Thankfully she c...
11/15/2025

“I’m going to call 911. Your dad has chest pain.”
That’s the call I got from his home physical therapist.

Thankfully she called me first. Even my dad kept telling her, “This isn’t my heart.” But in our system the words chest pain trigger one thing: 911. Reflexive medicine, not thoughtful medicine.

I was in the middle of an encounter. I apologized, stepped away, and called her. I had seconds to replace reflex with reasoning.

So I gave her objective data fast:

• He has cardiac clearance
• His coronaries are clean
• He just had a liver embolization, right under the diaphragm
• This same pressure happened earlier in the week
• Labs were done
• A rhythm episode was already documented

I asked her to confirm whether it was pain or pressure.
It was the same post-procedure pressure.

She saw his Medtronic device. I told her which button sends a transmission to his cardiologist. I pointed her to his meds and told her which one to give—already prescribed for these episodes.

She said, “Thank you. I’ll document all of this.”

I told her I was on my way (even though my mom was already there). I needed her to confirm he was safe and not alone. She reassured me. She confirmed she would not call 911.

She wasn’t wrong; she was doing exactly what the system trains people to do. I was grateful she reached out before reflex took over.

Because the whole point is to keep my father at home. Not because we’re avoiding reality—we accept his prognosis—but because home is where he wants to be and deserves to be.

When I arrived, he was agitated: “I kept telling her I was OK.”
I reassured him. She was doing her job.

But the truth is hard: our system is not designed for home care, yet everyone pushes families to take loved ones home.

Families want to care for their own. The “burden” isn’t the problem. The lack of support is.

When symptoms start…
When panic hits…
When calls go unanswered…
When you hear “we can’t find anyone until Wednesday”…

Those gaps are where outcomes are lost.

We’re 40 days into the 60 he needs for Medicare days to reset.
But the only real goal is simple:
Keep him home, safely, for as long as we can.

Joy. That’s the word. Finding joy in what I do. And this episode I had a joyful time chatting with Vivek Nanda from TopH...
11/13/2025

Joy. That’s the word. Finding joy in what I do. And this episode I had a joyful time chatting with Vivek Nanda from TopHealth.Care about where Ai in healthcare heading.

– How patients bringing AI printouts isn’t defiance, it’s trust
– Why disclosure laws like AB 3030 could rebuild (or ruin) that trust
– When algorithms start denying care before a doctor even reads the chart
– Wnd what happens the day a patient walks in with their own AI notetaker

We also went deep on the part of AI most people ignore, its planetary cost hashtag .
Not just “server energy,” but the mining, water, and human labor behind every “smart” feature.

Watch the full episode: https://youtu.be/iBYvx2l95G4

Apple: https://podcasts.apple.com/mx/podcast/the-ai-ready-doctor/id1814462141?l=en-GB

Spotify: https://open.spotify.com/show/711WlCQGbNkhsgzEZkf8Fw?si=289c0388bff44848

Newsletter: https://open.substack.com/pub/theaireadydoctor

“Disclaimer: Informational only. Not medical advice. Consult your doctor for guidance.”Welcome to another thought-provoking episode of The AI-Ready Doctor! T...

I won the award. not the "Crowd Favorite" but the  "Best Practitioner". I didn't win for pleasing the crowd. I won for e...
11/12/2025

I won the award. not the "Crowd Favorite" but the "Best Practitioner". I didn't win for pleasing the crowd. I won for earning their respect. That difference is fundamental for me.

Flora Wan, MHI, MASc, PMP thank you for letting me know. "The judges really enjoyed your presentation".
Thank you to the other judges Robert Hoyt MD FACP FAMIA ABPM-CI and Li Zhou
Anthony Chang, MD, MBA, MPH, MS than you for a visionary conference. Thank you to all the more than 150 partners most of whom donated their compensation to scholarships for the young fehal to attend and participate.

Ralph Waldo Emerson once wrote that..success is “to earn the respect of intelligent people and the affection of children.”
At AiMed25, that line came alive for me.

This wasn’t a usual crowd.
These were visionaries, people who see medicine not as it was, but as it’s becoming.
Earning their respect means being recognized by those who understand that medical education isn’t changing, it has already changed.

Post-COVID, I’ve reinvented myself.
Every podcast episode, every student workshop, every AI-powered experiment was a way of asking: Can we prepare the next generation of clinicians for a world already shaped by intelligence that learns?

This award *AiMed25 Best Practitioner* feels like an answer.
Validation not just of my work, but of a movement: one that believes hope and innovation can coexist.

To the next generation of digital clinicians, we see you coming.
And we’re getting ready.

And to my family, thank you!
Fortunet Raul
Meryem Bencheqroun
And everyone else.



P.S. This post has been assisted by Ai (ChatGPT. Mistral. Gemini.) and supervised by DrB H.i. (Human Intelligence 😉😎)

11/11/2025

Still buzzing from . I presented my poster today, and it landed. The room gave warm applause, heads nodded, and later people stopped me in the hallways asking how they could bring Human vs AI format in medical education to their own institutions. It was fun, fast-paced, and deeply validating.

The best part? My mentees can now say they were featured at AiMed25.

The other presenters in this Shark tank style one min presentation, was a mix of high-school students, master’s students, residents, physicians, and chief IT officers proof that curiosity crosses generations.

And the posters… wow. The ideas already being tested are incredible. Don’t wait to “get ready.” Start now.

We’ll know the votes on Tuesday but honestly, today already felt like a win.

Vote for me 🫠 tomorrow At  , I’ll be presenting “When AI (LLMs) Joins Medical Education Morning Report: Lessons on Accur...
11/10/2025

Vote for me 🫠 tomorrow At , I’ll be presenting “When AI (LLMs) Joins Medical Education Morning Report: Lessons on Accuracy, Breadth & Blind Spots.”

We pushed a large language model into morning report, traced what it summarizes, what it omits, and how that reflects both machine intelligence and our own teaching blind spots.

If are including AI in medical education, this one is for you.

oOer 150 abstracts submitted from across the globe. From high school students to digital health pioneers, contributors tackling real-world challenges with creativity and heart.

The top 15 finalists (amongst whom yours truly The AI-Ready Doctor) will present live in front of our judges, Robert Hoyt MD FACP FAMIA ABPM-CI, Flora Wan, MHI, MASc, PMP and Li Zhou, at AIMed25, but every accepted abstract is featured in AiMed25 digital poster gallery and eligible for the People’s Choice Award where you can cast your vote for your favorite! 👇🏼
https://fs6.formsite.com/KUFkk4/AIMed25PeoplesChoice1/index

🗳️ I’d be grateful for your vote in the People’s Choice-competition:

Vote Here
https://fs6.formsite.com/KUFkk4/AIMed25PeoplesChoice1/index

Winners will be announced at the AIMed Awards Ceremony on 11 November in San Diego.

This week, AI, telehealth, & caring people kept my father home.. taught me what ‘home hospital’ really means.Like many o...
11/09/2025

This week, AI, telehealth, & caring people kept my father home.. taught me what ‘home hospital’ really means.

Like many of you, I know what an embolization is, in concept.
But how do patients experience it?
That part, I imagined… I didn’t truly know.

This week, I found out.

The first 2 days after the procedure, my dad was awake, even cracked a few jokes. Then, suddenly, he slumped.
He called me in the middle of my workday.
He hasn’t had the strength to pick up his phone, let alone see or dial my number, in months.

I froze.
Every instinct screamed to drop everything and rush home.
But I fought the urge to act like a son first, and instead, thought like a physician.

I logged into the camera I had placed by his bedside (thank you, Tele-ICU training, it’s true, seeing the patient is everything).
I called his caretaker to rush over.
My family took his vital signs & texted them to me every few min.

Talking to him made my panic worse, his voice was so weak..so unlike him.

But his heart rate wasn’t fast.
His blood pressure was perfect.
I called his radiologist “the weakness was expected, not the chest pain”.

Chest pain.
Not sharp. Not burning. Not crushing.
Pressure, at the base of the neck & abdomen.

I recognized it “atrial fibrillation with rapid ventricular response”.

I called his cardiologist who hadn’t seen him in months.
Most would have said, “I can’t make a judgment until I see him.”
That’s medicine’s new language: what cannot be done.

But I’d chosen well.
She’s “old” school, the kind that treats the patient, not the process.
“Send me the transmission from his loop recorder. I’ll tell you what’s happening remotely.”
I thanked my instinct that I had one placed 2 years ago.

Within an hour, we knew he was stable.
His home health nurse started IV fluids.

The chest pressure?
It wasn’t his heart failing.
It was the tumor dying, right under the diaphragm.
The embolization was working. Ai helped me think that one through.

By evening, he was carefully sipping a date shake, weak, but smiling.
The next day, labs came back: no infection. No renal issues. No hospital needed.

This is the new era of care.
A camera.
A loop recorder.
A vital sign monitor.
A network of humans who don’t give up, who find a way.

It wasn’t easy. 10 calls for labs. 6 for IV fluids. Endless holds “we’ll call you back.”
Not because people don’t care, but because the system doesn’t let them care efficiently.

Hospitals keep trying to convince families to take loved ones home at the end of life.
But they’ve built no system to support what happens next.

When symptoms start, panic sets in, “We can’t find anyone till Wednesday” families lose faith in home care.

That’s what we must fix.
the infrastructure of trust.
Not just the discharge checklist.

This weekend, my dad is doing better.
He’s asking for breakfast. He’s making jokes again.

He’s not cured.
He’s not even strong.

But he’s home.
Where he’s supposed to be.

5 weeks.
5 weeks out of the hospital.
And counting.

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