Health IT

Why physician-led AI adoption is essential for health care

Tech

April 19, 2026

A colleague recently reacted to the idea of physician-built AI with a kind of weary cynicism: AI glitches. All AI glitches. I understood what he meant. Many physicians have already lived through one wave of technology that promised efficiency and delivered frustration. We were told electronic medical records would improve care, streamline communication, and modernize medicine. In some ways, they did. But they also inserted screens into the exam room, …

How medical misinformation impacts doctor-patient trust

Kelly Dórea França

Tech

April 19, 2026

How does medical misinformation on social media reshape the trust between doctors and patients? As a medical student in my internship, I ask myself this question almost daily. In an era where a quick search or a viral post can feel more convincing than years of medical training, how do we rebuild the fragile bridge of trust between physicians and patients? And perhaps more importantly: How do we, as future …

How artificial intelligence documentation hurts patients

Brian Hudes, MD

Tech

April 18, 2026

If you have spent any time with the current generation of artificial intelligence (AI)-assisted documentation tools, you have probably noticed something that is difficult to articulate but impossible to ignore. The notes they produce are correct, grammatically, structurally, and medically, and yet they feel wrong. They read like a summary written by someone who has read every clinical textbook ever published but has never stood at a bedside at 2 …

The hidden risks of AI documentation tools in clinical practice

Elizabeth Vainder, MD

Tech

April 18, 2026

Artificial intelligence has already entered the exam room. You may or may not have noticed. In my own practice, I sometimes use an ambient scribe during patient visits. Not for every encounter, but for some. When they work well, they can be incredibly helpful. The system listens to the conversation and generates a draft of the clinical note while the visit is still fresh. It allows me to focus on …

The ROI of ambient AI in health care and autonomous coding

Pat Williams

Tech

April 14, 2026

When ambient listening and generative AI first entered the clinical mainstream, the value proposition was simple: Reduce documentation burden and give clinicians their evenings back. That promise resonated. Burnout was rising. After-hours charting had become normalized. Health systems needed relief. And ambient documentation delivered.

But as deployments scaled from pilot projects to enterprise rollouts, the conversation matured. CFOs and revenue cycle leaders began asking a harder question: Beyond time savings, what …

Artificial intelligence is changing medical writing today

Arthur Lazarus, MD, MBA

Tech

April 14, 2026

The moment was small, almost trivial. I handed my daughter her polished curriculum vitae (CV), clear, structured, and professionally phrased. All the information had been distilled and reorganized from her resume. She looked at it for a second longer than expected, then asked a single question: “ChatGPT?” I said yes, and felt an unexpected flicker of shame. Not because I had done something wrong. Not because I had tried to …

How generative AI in health care is changing patient expectations

Cybil Sierra Stingl, MD and Robert M. Kaplan, PhD

Tech

April 14, 2026

On a busy call shift as a resident doctor at Stanford, I have heard versions of the same sentence more than once: “That’s reassuring. ChatGPT said the same thing.” In clinic, patients increasingly admit they left visits hesitant to ask clarifying questions, then turned to a generative AI tool to explain their diagnosis in plainer language. Some return reassured; others come back more uncertain. But the pattern is unmistakable. Patients …

Expert witness credibility is destroyed by AI opinions

Tracy Liberatore, Esq, PA

Tech

April 12, 2026

There is a conversation happening in the medical-legal space right now, and most clinicians doing expert witness work are not part of it. It is about artificial intelligence (AI). Specifically about whether AI belongs anywhere near an expert witness report. I want to weigh in. Not as a technology enthusiast and not as a skeptic. As someone who has spent a decade as a practicing physician assistant, earned a law …

Artificial general intelligence and the future of surgery

David Stonko, MD

Tech

April 12, 2026

It is no secret that the hyperscalers (e.g., Google Cloud, Amazon AWS, etc.) and the frontier AI labs (e.g., OpenAI, Anthropic, DeepMind) are devoting extraordinary attention, time, and capital to the AI buildout. The big four (Amazon, Google, Microsoft, Meta) have earmarked over $600 billion to this in 2026 alone. This trend has been the central theme in the equity market for the last three years or so. During this …

Why clinical listening skills outpace artificial intelligence

Ryan Egeland, MD, PhD

Tech

April 10, 2026

In an era of unprecedented technological adoption, it feels almost unfashionable to talk about listening. Artificial intelligence is advancing at breakneck speed. Clinical decision support tools grow more sophisticated every year. And yet, in examining the results of a new national survey from Littmann Stethoscopes, I’m struck by a simple truth that every clinician recognizes, but our system increasingly obscures: The most essential diagnostic tool in medicine is still the …

Understanding Generation 2 patient engagement platforms

Kevin J. Campbell, MD

Physician

April 7, 2026

Patient engagement platforms are software systems that deliver clinical information to patients and manage patient questions and concerns outside of scheduled visits, including patient portals, mobile apps, and messaging systems. After nearly a decade of watching (and studying) the evolution of patient engagement platforms, I have come to see them as two distinct generations. I will refer to them as Generation 1 and Generation 2. Not because this distinction exists …

Artificial intelligence in surgery: Balancing precision with clinical wisdom

Anastasios Papadonikolakis, MD, PhD

Tech

April 5, 2026

In the operating room, precision has never been greater. Modern surgery now relies on navigation systems, artificial intelligence, robotic assistance, digital planning platforms, and predictive analytics capable of modeling outcomes before the first incision is made. For the first time in medical history, technology allows surgeons to simulate procedures, optimize implant positioning, and reduce technical variability to levels once unimaginable.

Yet many surgeons recognize an uncomfortable paradox emerging beneath this progress: …

The real problem with AI in medicine and drug development

Jarelis Cabrera

Tech

April 3, 2026

Artificial intelligence is rapidly acquiring a reputation as an unreliable, even dangerous, force in medicine and drug development. Hallucinations, opaque decision-making, and high-profile failures have fueled resistance to its adoption across health care systems. But this backlash reflects not an inherent flaw in AI itself, it reflects how we are choosing to use it.

The dominant mistake is conceptual. We are treating AI as a replacement for human reasoning rather than …

Why physicians must lead the design of artificial intelligence in health care [PODCAST]

The Podcast by KevinMD

Policy

March 31, 2026

Subscribe to The Podcast by KevinMD. Watch on YouTube. Catch up on old episodes!

Family physician, medical device inventor, and health care entrepreneur Tod Stillson discusses the article “AI governance in health care: Why physicians must lead the design.” Tod warns that the greatest threat to …

Using persuasive technologies in value-based health care

Olumuyiwa Bamgbade, MD

Tech

March 31, 2026

Health care initiatives will not succeed on policy language alone. They must work in patients’ daily lives. That means helping patients take medications correctly, monitor symptoms early, comply with treatment plans, recover safely after procedures, and stay engaged in long-term behavior change. Persuasive technologies are designed to help people adopt and keep using digital or other products. The best persuasive technologies for modern or value-based health care are not the …

How artificial intelligence sycophancy distorts clinical decision-making

Arthur Lazarus, MD, MBA

Tech

March 29, 2026

Artificial intelligence talks with a voice that is fluent, confident, and increasingly human-like. For clinicians, that voice is both promising and worrisome. It can summarize charts, draft notes, and answer questions with remarkable speed. But it can also do something equally slick yet potentially dangerous: It can agree, virtually all the time.

At first glance, agreement seems harmless. Even helpful. But a growing body of evidence suggests that this tendency, known …

Scientific writing and AI: Balancing authorship and assistance

Rao M. Uppu, PhD

Tech

March 29, 2026

William A. Pryor, whose intellectual rigor and scientific voice shaped generations of researchers and the broader world of free radical biology and medicine, often told me something I have never forgotten. Only later did I understand that it was really about cognition.

But what stayed with me most was his insistence on a simpler discipline: Keep your hand on the keyboard and start writing. “The ideas,” he said, “will crystallize as …

Bayesian reasoning in health care: When to refuse medical tests

Martin Bello, PhD

Tech

March 28, 2026

I was diagnosed with benign paroxysmal positional vertigo (BPPV). The diagnosis was not surprising. I had experienced several brief but intense episodes of vertigo, sudden, disorienting sensations that made it difficult to remain upright.

During one episode, I slumped against a bookcase. I did not lose consciousness, but the event was concerning enough that my physician suggested enhanced head and neck MRIs to rule out vascular causes. I have no fear …

How ChatGPT Health exposes the flaws in modern primary care

David Carmouche, MD

Tech

March 26, 2026

OpenAI’s announcement of ChatGPT Health landed with predictable shock across health care. A consumer platform with hundreds of millions of users can now securely ingest medical records, wearable data, and personal health history to deliver context-aware guidance in real time. For many health executives, the instinctive response was alarm, but that reaction misses the point.

This announcement was not a disruption; it was a revelation. When OpenAI reports that 230 million …

How wearable technology is changing the role of physicians

Jeffrey Junig, MD, PhD

Tech

March 25, 2026

At a recent CES show, a “longevity mirror” was introduced that can estimate your health from a brief facial scan and assign you a score. No clinician. No exam. Just a number. It is an impressive piece of technology. It is also a useful place to start, because it captures something that is quietly changing in medicine. Patients no longer need us to begin the process.

We are now surrounded by …

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