DrB Medical Ai Artificial Intelligence (He/Him)
@drb.medsky.social
Artificial intelligence aficionado.
Clinical Research PI & Strategy Lead. Muslim Moroccan Doctor Lung/critical care specialist. Business Leader. Distinguished #Educator. Bioethicist. Perpetual Knowledge seeker. Blessed car crash survivor. #MedAi #Research
Clinical Research PI & Strategy Lead. Muslim Moroccan Doctor Lung/critical care specialist. Business Leader. Distinguished #Educator. Bioethicist. Perpetual Knowledge seeker. Blessed car crash survivor. #MedAi #Research
We're Breaking the Lecture Mold. You have never attended a lecture like this. I guarantee it. Join Us. Not just for nurses. Anyone
What if a lecture wasn't a lecture at all?
2/10/2026 , join us for an unorthodox experience of AI in healthcare: "The Good, The Bad, and The Ugly"
What if a lecture wasn't a lecture at all?
2/10/2026 , join us for an unorthodox experience of AI in healthcare: "The Good, The Bad, and The Ugly"
February 7, 2026 at 2:58 AM
We're Breaking the Lecture Mold. You have never attended a lecture like this. I guarantee it. Join Us. Not just for nurses. Anyone
What if a lecture wasn't a lecture at all?
2/10/2026 , join us for an unorthodox experience of AI in healthcare: "The Good, The Bad, and The Ugly"
What if a lecture wasn't a lecture at all?
2/10/2026 , join us for an unorthodox experience of AI in healthcare: "The Good, The Bad, and The Ugly"
Ai in research. A digital twin is a computational model that mirrors a real human biology using clinical data, physiology, and disease behavior.
What happens if the dose is slightly higher?
Which subgroup shows early harm signals?
That doesn’t replace human trials. It makes them safer.
What happens if the dose is slightly higher?
Which subgroup shows early harm signals?
That doesn’t replace human trials. It makes them safer.
February 6, 2026 at 3:04 AM
Ai in research. A digital twin is a computational model that mirrors a real human biology using clinical data, physiology, and disease behavior.
What happens if the dose is slightly higher?
Which subgroup shows early harm signals?
That doesn’t replace human trials. It makes them safer.
What happens if the dose is slightly higher?
Which subgroup shows early harm signals?
That doesn’t replace human trials. It makes them safer.
Hear me out: Ai is scary enough to most people. Now Ai agents? Machines Independently making decisions? Yes, not Sci Fi. This is real. while there are risks to the technology, it is an area immensely beneficial and “low risk” as it automates the admin process.
www.commure.com/blog/how-ai-...
www.commure.com/blog/how-ai-...
How AI Agents Are Transforming the Healthcare Call Center - Blog | Commure
AI agents are redefining healthcare call centers by automating routine tasks, easing staffing strain, and improving response times.
www.commure.com
February 4, 2026 at 4:56 PM
Hear me out: Ai is scary enough to most people. Now Ai agents? Machines Independently making decisions? Yes, not Sci Fi. This is real. while there are risks to the technology, it is an area immensely beneficial and “low risk” as it automates the admin process.
www.commure.com/blog/how-ai-...
www.commure.com/blog/how-ai-...
We’re not afraid of Ai. We’re afraid with Ai without accountability
The AI-Ready Doctor
Medical Ai Academy
The AI-Ready Doctor
Medical Ai Academy
February 3, 2026 at 3:12 AM
We’re not afraid of Ai. We’re afraid with Ai without accountability
The AI-Ready Doctor
Medical Ai Academy
The AI-Ready Doctor
Medical Ai Academy
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
Local models? Ambient scribes? Wearables? Agentic Ai? One phrase for each.
The AI-Ready Doctor
AiReadyDoctor.com
Medical Ai Academy
MedicalAiAcademy.com
February 1, 2026 at 2:25 AM
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
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 behind questioning it.
open.substack.com/pub/theairea...
open.substack.com/pub/theairea...
Moving from “they accessed my email” to “they accessed my deepest insights”
the rise of Emotional Ai and Ai companions
open.substack.com
January 30, 2026 at 7:45 PM
The rise of Emotional Ai - the opportunities and the wisdom behind questioning it.
open.substack.com/pub/theairea...
open.substack.com/pub/theairea...
Ai Predictive analytics in EMR: friend or foe? Useful tool or weapon? I want to be wrong. But make no mistake. It’s all about the bottom line not the patient.
The AI-Ready Doctor
AiReadyDoctor.com
Medical Ai Academy
MedicalAiAcademy.com
The AI-Ready Doctor
AiReadyDoctor.com
Medical Ai Academy
MedicalAiAcademy.com
January 29, 2026 at 3:45 AM
Ai Predictive analytics in EMR: friend or foe? Useful tool or weapon? I want to be wrong. But make no mistake. It’s all about the bottom line not the patient.
The AI-Ready Doctor
AiReadyDoctor.com
Medical Ai Academy
MedicalAiAcademy.com
The AI-Ready Doctor
AiReadyDoctor.com
Medical Ai Academy
MedicalAiAcademy.com
Doctors, Healthcare Leaders If u willing to use AI but still don’t trust it what’s the real barrier?
· Is it the black box problem? M
· Is it liability?
· Is it consent?
· Is it just poorly workflow integrated?
I’d love your raw takes especially if in practice, IT, legal, or adm
· Is it the black box problem? M
· Is it liability?
· Is it consent?
· Is it just poorly workflow integrated?
I’d love your raw takes especially if in practice, IT, legal, or adm
January 26, 2026 at 5:38 PM
Doctors, Healthcare Leaders If u willing to use AI but still don’t trust it what’s the real barrier?
· Is it the black box problem? M
· Is it liability?
· Is it consent?
· Is it just poorly workflow integrated?
I’d love your raw takes especially if in practice, IT, legal, or adm
· Is it the black box problem? M
· Is it liability?
· Is it consent?
· Is it just poorly workflow integrated?
I’d love your raw takes especially if in practice, IT, legal, or adm
Medical educators face an impossible choice: prepare students for AI-augmented practice while policing AI use in training. This trust-breaking paradox is undermining the foundation of medical education. medium.com/p/why-ai-det...
Why AI Detectors Are Impacting Trust in Medical Education
Medical educators face an impossible choice: prepare students for AI-augmented practice while policing AI use in training. This…
medium.com
January 25, 2026 at 3:20 AM
Medical educators face an impossible choice: prepare students for AI-augmented practice while policing AI use in training. This trust-breaking paradox is undermining the foundation of medical education. medium.com/p/why-ai-det...
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
The AI-Ready Doctor
AiReadyDoctor.com
Medical Ai Academy
MedicalAiAcademy.com
January 23, 2026 at 5:08 AM
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
The AI-Ready Doctor
AiReadyDoctor.com
Medical Ai Academy
MedicalAiAcademy.com
Ai for clinicians: Ai awareness -> Ai Fluency -> Ai Literacy
The AI-Ready Doctor
AiReadyDoctor.com
Medical Ai Academy
MedicalAiAcademy.com
Care Decoded
The AI-Ready Doctor
AiReadyDoctor.com
Medical Ai Academy
MedicalAiAcademy.com
Care Decoded
January 21, 2026 at 3:07 PM
Ai for clinicians: Ai awareness -> Ai Fluency -> Ai Literacy
The AI-Ready Doctor
AiReadyDoctor.com
Medical Ai Academy
MedicalAiAcademy.com
Care Decoded
The AI-Ready Doctor
AiReadyDoctor.com
Medical Ai Academy
MedicalAiAcademy.com
Care Decoded
Physicians say they hate social media.
Then they scroll every night.
Your feed is already teaching you.
The question is whether you’re supervising it.
Click less.
Linger less.
Follow people who publish, teach, and think well.
Your algorithm will follow your lead.
Then they scroll every night.
Your feed is already teaching you.
The question is whether you’re supervising it.
Click less.
Linger less.
Follow people who publish, teach, and think well.
Your algorithm will follow your lead.
January 19, 2026 at 7:32 PM
Physicians say they hate social media.
Then they scroll every night.
Your feed is already teaching you.
The question is whether you’re supervising it.
Click less.
Linger less.
Follow people who publish, teach, and think well.
Your algorithm will follow your lead.
Then they scroll every night.
Your feed is already teaching you.
The question is whether you’re supervising it.
Click less.
Linger less.
Follow people who publish, teach, and think well.
Your algorithm will follow your lead.
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
The AI-Ready Doctor
AiReadyDoctor.com
Medical Ai Academy
MedicalAiAcademy.com
January 19, 2026 at 1:44 AM
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
The AI-Ready Doctor
AiReadyDoctor.com
Medical Ai Academy
MedicalAiAcademy.com
The end of the Ai honeymoon in healthcare. What are we to expect this year? Join me for my first podcast of the year.
MedicalAiAcademy.com
Medical Ai Academy
The AI-Ready Doctor
youtu.be/WBERHnTYifo?...
MedicalAiAcademy.com
Medical Ai Academy
The AI-Ready Doctor
youtu.be/WBERHnTYifo?...
The End of the AI Honeymoon: Doctors’ Operational Shift and New Liabilities
YouTube video by TopHealth
youtu.be
January 19, 2026 at 12:56 AM
The end of the Ai honeymoon in healthcare. What are we to expect this year? Join me for my first podcast of the year.
MedicalAiAcademy.com
Medical Ai Academy
The AI-Ready Doctor
youtu.be/WBERHnTYifo?...
MedicalAiAcademy.com
Medical Ai Academy
The AI-Ready Doctor
youtu.be/WBERHnTYifo?...
Physicians not trained in Ai are asked to integrate AI.
Medical Ai Academy bridging that gap
Medical Ai Academy bridging that gap
January 18, 2026 at 1:56 PM
Physicians not trained in Ai are asked to integrate AI.
Medical Ai Academy bridging that gap
Medical Ai Academy bridging that gap
If Ai is capable of hallucinating while also analyzing patterns and trends, engaging in philosophical discussions, and thinking alongside humans, what would be the implications of its use in faith-based conversations?
TheAiReadyDoctor.Substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
TheAiReadyDoctor.Substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
January 9, 2026 at 1:14 PM
If Ai is capable of hallucinating while also analyzing patterns and trends, engaging in philosophical discussions, and thinking alongside humans, what would be the implications of its use in faith-based conversations?
TheAiReadyDoctor.Substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
TheAiReadyDoctor.Substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
We are the guardians of our patients and profession but only if we spearhead this Ai in medicine wave.
Nobody can do it for us.
TheAiReadyDoctor.substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
Nobody can do it for us.
TheAiReadyDoctor.substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
January 7, 2026 at 3:46 AM
We are the guardians of our patients and profession but only if we spearhead this Ai in medicine wave.
Nobody can do it for us.
TheAiReadyDoctor.substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
Nobody can do it for us.
TheAiReadyDoctor.substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
The advent of digital twins. Think of it as a stunt double that could be the first to try out a therapy before you to see the probability of effect or side effect.
It is extraordinary. Star Trek medicine is not far off.
TheAiReadyDoctor.substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
It is extraordinary. Star Trek medicine is not far off.
TheAiReadyDoctor.substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
January 5, 2026 at 10:11 PM
The advent of digital twins. Think of it as a stunt double that could be the first to try out a therapy before you to see the probability of effect or side effect.
It is extraordinary. Star Trek medicine is not far off.
TheAiReadyDoctor.substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
It is extraordinary. Star Trek medicine is not far off.
TheAiReadyDoctor.substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
Have you used Notebooklm.google.com lately? It’ll create podcast summaries of whatever you upload. It can even create slide decks and a short video for your material. Powerful to teach oneself or others.
TheAiReadyDoctor.substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
TheAiReadyDoctor.substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
January 5, 2026 at 2:28 PM
Have you used Notebooklm.google.com lately? It’ll create podcast summaries of whatever you upload. It can even create slide decks and a short video for your material. Powerful to teach oneself or others.
TheAiReadyDoctor.substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
TheAiReadyDoctor.substack.com
MedicalAiAcademy.com
AiReadyDoctor.com
Digital twins are the Ai response to the future of medicine. Prevention not treatment. Pattern recognition and predictive analysis before the catastrophe.
AiReadyDoctor.com
MedicalAiAcademy.com
TheAiReadyDoctor.Substack.com
AiReadyDoctor.com
MedicalAiAcademy.com
TheAiReadyDoctor.Substack.com
January 4, 2026 at 1:56 AM
Digital twins are the Ai response to the future of medicine. Prevention not treatment. Pattern recognition and predictive analysis before the catastrophe.
AiReadyDoctor.com
MedicalAiAcademy.com
TheAiReadyDoctor.Substack.com
AiReadyDoctor.com
MedicalAiAcademy.com
TheAiReadyDoctor.Substack.com
Ai Scribes in medicine were the Trojan horse of Ai into healthcare. They should be credited for encouraging physicians to dip their toe into Ai.
Doximity Medscape OpenEvidence
MedicalAiAcademy.com
AiReadyDoctor.com
TheAiReadyDoctor.substack.com
Doximity Medscape OpenEvidence
MedicalAiAcademy.com
AiReadyDoctor.com
TheAiReadyDoctor.substack.com
January 4, 2026 at 1:37 AM
Ai Scribes in medicine were the Trojan horse of Ai into healthcare. They should be credited for encouraging physicians to dip their toe into Ai.
Doximity Medscape OpenEvidence
MedicalAiAcademy.com
AiReadyDoctor.com
TheAiReadyDoctor.substack.com
Doximity Medscape OpenEvidence
MedicalAiAcademy.com
AiReadyDoctor.com
TheAiReadyDoctor.substack.com
January 1: “Where do i start with learning Ai?" is the most common question i get.
That’s why I made "AI made simple for the modern doctor".
3 min short videos series.
Also, meet Enzo 🐕 .
He volunteered to be your Ai buddy.
The official launch date is Saturday January 3rd. Happy new Ai year.
That’s why I made "AI made simple for the modern doctor".
3 min short videos series.
Also, meet Enzo 🐕 .
He volunteered to be your Ai buddy.
The official launch date is Saturday January 3rd. Happy new Ai year.
January 2, 2026 at 5:20 AM
January 1: “Where do i start with learning Ai?" is the most common question i get.
That’s why I made "AI made simple for the modern doctor".
3 min short videos series.
Also, meet Enzo 🐕 .
He volunteered to be your Ai buddy.
The official launch date is Saturday January 3rd. Happy new Ai year.
That’s why I made "AI made simple for the modern doctor".
3 min short videos series.
Also, meet Enzo 🐕 .
He volunteered to be your Ai buddy.
The official launch date is Saturday January 3rd. Happy new Ai year.
What defines my 2025 was what was omitted. Let 2026 follow suit with more peace, intention, and assignment with my soul and values.
open.substack.com/pub/theairea...
open.substack.com/pub/theairea...
DrB Medical Ai | The Ai Ready Doctor | Substack
Moroccan-born Pulmonary & Critical Care Physician | AI in Medicine | Multilingual (Arabic, French, Spanish, English, Italian) | Distinguished Medical Educator | Clinical Research Leader | Telehealth I...
open.substack.com
January 1, 2026 at 5:01 AM
What defines my 2025 was what was omitted. Let 2026 follow suit with more peace, intention, and assignment with my soul and values.
open.substack.com/pub/theairea...
open.substack.com/pub/theairea...
Ai can be your thinking partner.
You can think up stuff but not at that speed or when your brain is emotionally or cognitively taxed.
.. and please.. let’s drop the Ai-shaming for that. It’s only helping patients.
AiReadyDoctor.com
MedicalAiAcademy.com
You can think up stuff but not at that speed or when your brain is emotionally or cognitively taxed.
.. and please.. let’s drop the Ai-shaming for that. It’s only helping patients.
AiReadyDoctor.com
MedicalAiAcademy.com
December 30, 2025 at 3:24 PM
Ai can be your thinking partner.
You can think up stuff but not at that speed or when your brain is emotionally or cognitively taxed.
.. and please.. let’s drop the Ai-shaming for that. It’s only helping patients.
AiReadyDoctor.com
MedicalAiAcademy.com
You can think up stuff but not at that speed or when your brain is emotionally or cognitively taxed.
.. and please.. let’s drop the Ai-shaming for that. It’s only helping patients.
AiReadyDoctor.com
MedicalAiAcademy.com