iiinova — where your digital self keeps evolving

Jan Beger @janbeger.bsky.social · 18/09/2026

Does someone have access: 10.1038/s44360-026-00188-w?

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Jan Beger @janbeger.bsky.social · 15/09/2026

janbeger.substack.com/p/orwells-wa...

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Jan Beger @janbeger.bsky.social · 11/09/2026

Think of the day in the life of a nurse.

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Jan Beger @janbeger.bsky.social · 11/09/2026

The Anthropic Institute's new economic model of AI fits one of our three futures for the radiologist closely, one partly, and the one where the profession grows not at all. I mapped it against our EJRAI paper. www.linkedin.com/pulse/what-a... or janbeger.substack.com/p/what-ai-ac...

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Jan Beger @janbeger.bsky.social · 11/09/2026

Recognition is enough when the AI is right. Reconstruction is needed when it's wrong, and that's the skill that erodes. For trainees it's worse: they never build the skill at all, and never-skilling is invisible to the never-skilled. The illusion hides its own absence.

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Jan Beger @janbeger.bsky.social · 10/09/2026

Leaders "know" their clinical workflows until they are asked to map one. Many implementation failures happen in that gap.

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Reposted by Jan Beger

Healthcare in Europe (DE) @health-europe-de.bsky.social · 10/09/2026

Wie gut müssen Mediziner, Pflegekräfte und Klinikmanager #KI verstehen, um sie verantwortungsvoll im 🏥 Klinikalltag einzusetzen? Und wie lässt sich diese KI-Kompetenz sinnvoll vermitteln? Wir sprachen mit @janbeger.bsky.social von GE HealthCare über die Möglichkeiten und Risiken neuer KI-Modelle.

healthcare-in-europe.com

KI-Kompetenz in der Klinik: Alle müssen ran

Ambient Scribes, die Arzt-Patienten-Gespräche automatisch dokumentieren, KI-Systeme, die Lungenaufnahmen befunden, Tools, die klinische Entscheidungen unterstützen – künstliche Intelligenz hat innerha...

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Jan Beger @janbeger.bsky.social · 09/09/2026

If frontier development stopped today, healthcare would still have years of work ahead with the models we already have. I say that as someone who wants the technology in use across care, research, and operations. The bottleneck is evaluation, workflow, and trust, and that holds whatever ships next.

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Jan Beger @janbeger.bsky.social · 07/09/2026

Can someone share this paper: doi: 10.1001/jamacardio.2026.3829

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Jan Beger @janbeger.bsky.social · 09/07/2026

In healthcare AI, the scarce skill was never coding or medicine. It’s the crossbar between them: knowing what’s worth building and whether it survives the ward. AI tooling didn’t create that bottleneck. It just made it impossible to ignore.

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Jan Beger @janbeger.bsky.social · 01/07/2026

You're not afraid of AI. You're afraid of what it reveals, that you stopped learning a long time ago.

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Jan Beger @janbeger.bsky.social · 30/06/2026

AI is already in daily healthcare work: imaging, documentation, scheduling, decision support. What’s missing isn’t the tools. It’s the training to use them well. That’s what HelloAI is for. It gives healthcare staff the knowledge & skills to use AI efficiently & responsibly. helloaiprofessional.com

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Jan Beger @janbeger.bsky.social · 04/06/2026

Reading Mathias Goyen’s new book this week between airports. The Things We Know to Be Wrong (But Do Anyway). Four chapters in, I keep underlining things.

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Jan Beger @janbeger.bsky.social · 20/05/2026

Tested the 5x AI plan last month. Went back to the normal one today. Lasted 10 minutes before upgrading again. It’s remarkable how fast a new capability stops feeling like a luxury and just becomes… how things should work. That’s true for tools, habits, and probably a lot more.

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Jan Beger @janbeger.bsky.social · 19/05/2026

I've spent years telling clinicians that AI literacy matters. So GE HealthCare made the full HelloAI Professional track available at no cost. 20+ hrs. Real case studies. Responsible adoption frameworks. For anyone who wants to understand what's actually happening when AI touches patient care.

research.gehealthcare.com

GE HealthCare makes more than 20 hours of AI education publicly available through HelloAI - GE HealthCare Research

Artificial intelligence is no longer a distant concept in healthcare—it’s already shaping how care is delivered, decisions are made, and systems operate. To help, GE HealthCare announced today that it...

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Jan Beger @janbeger.bsky.social · 19/05/2026

Karen Hao at HIMSS26: AI companies are empires. Just with better PR. Seize data. Automate labor. Dominate research. Wrap it in a moral mission. Colonial empires called it God and civilization. AI companies call it preventing AI hell. Same playbook. @himssglobal.bsky.social @karenhao.bsky.social

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Jan Beger @janbeger.bsky.social · 17/05/2026

AI missed the finding. That's the headline. Nobody writes about AI that never got deployed.

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Jan Beger @janbeger.bsky.social · 12/05/2026

Hospitals do not have an AI adoption problem. They have a control problem. AI shifts decision gravity away from hierarchy and toward data. — From Hard Truths About AI in Healthcare by Jan Beger hardtruths.info#t2

hardtruths.info

Hard Truths About AI in Healthcare

97 hard truths about AI in healthcare. A living document by Jan Beger.

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Jan Beger @janbeger.bsky.social · 12/05/2026

We’ve reached a new era of computing when your laptop is buckled into the back seat because Claude Code is still working and you don’t want to disturb it.

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Jan Beger @janbeger.bsky.social · 12/05/2026

The next decade will be defined by whether we can turn momentum into infrastructure. That's the real deliverable. research.gehealthcare.com/patient-care...

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Jan Beger @janbeger.bsky.social · 11/05/2026

99 Hard Truths About AI in Healthcare is rebuilt. Every truth now lives as a sharable quote card. One click, you save the PNG. Then post it. LinkedIn, X, Bluesky, wherever you post. hardtruths.info

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Jan Beger @janbeger.bsky.social · 11/05/2026

AI will never fully replace human oversight. At least not while humans are held legally responsible for its mistakes.

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Jan Beger @janbeger.bsky.social · 30/04/2026

AI is the greatest EQ stress test humanity has ever faced.

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Jan Beger @janbeger.bsky.social · 29/04/2026

Every $1 of AI tech requires $10 of invisible work. Most health system budgets don't account for it. This week’s Second Opinion is about that gap. janbeger.substack.com/p/the-70-pro...

janbeger.substack.com

The 70% Problem

Health systems spend their AI budgets on algorithms and infrastructure. Seventy percent of the value is in redesigning how work gets done.

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Jan Beger @janbeger.bsky.social · 27/04/2026

More AI pilots in US hospitals than actual pilots at United. A third will reach production. The rest stay in committee. Yes, the stakes are higher in healthcare than anywhere else. That’s the reason to do this carefully. It’s not the reason to never finish. Sometimes the answer is on a hat.

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Jan Beger @janbeger.bsky.social · 26/04/2026

US hospitals are running more AI pilots right now than United Airlines employs actual pilots.

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Jan Beger @janbeger.bsky.social · 24/04/2026

Want the logic? Let me know.

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Jan Beger @janbeger.bsky.social · 23/04/2026

We have a literature full of studies showing AI can detect pathology. We have almost no literature on what happens when it doesn’t get used. Non-adoption is the silent harm.

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Jan Beger @janbeger.bsky.social · 21/04/2026

Healthcare needs AI because it needs the human touch. I’ve been saying this for years. Now there’s an economic model that explains why.

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Jan Beger @janbeger.bsky.social · 17/04/2026

6M Americans asked AI chatbots for health advice last month. 4% strongly trust it. That’s not AI adoption. That’s a broken healthcare system pushing people toward whatever works.

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Jan Beger @janbeger.bsky.social · 16/04/2026

Hospital CEOs want to replace radiologists with AI. Most hospitals can't deploy basic AI yet. The ambition at the top. The operational reality at the ground floor. They don't match, and the consequences are real. Let me know what you're seeing in your environment. open.substack.com/pub/janbeger...

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Jan Beger @janbeger.bsky.social · 14/04/2026

Most healthcare AI lives in the radiology reading room. Most of the clinical value doesn't. Hosting a HLTH masterclass with Dr. Amine Korchi on what's actually working beyond imaging. April 22, 11AM ET. Virtual. hlth.com/virtual-roun...

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Jan Beger @janbeger.bsky.social · 14/04/2026

Human review of AI output is least effective precisely when AI is most confident. That's the moment oversight is most assumed and most broken.

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Jan Beger @janbeger.bsky.social · 13/04/2026

The AI tools that are actually running in hospitals didn't win on technical performance. They won because someone could show real-world benefit, clinicians could fit them into their day, and the IT infrastructure was there to hold them up.

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Jan Beger @janbeger.bsky.social · 12/04/2026

Sunday morning. Barbell loaded, Claude Code running. Almost perfect.

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Jan Beger @janbeger.bsky.social · 24/03/2026

Proud to be named one of The Imaging Wire’s Top 40 Radiology Resources again. Means a lot. theimagingwire.com/2026/03/22/t...

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Jan Beger @janbeger.bsky.social · 23/03/2026

This is my entire Monday philosophy. That's it. That's the post. Happy Monday.

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Jan Beger @janbeger.bsky.social · 22/03/2026

Every AI demo shows what the tool can do. Nobody shows what the hospital needs to run it.

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Jan Beger @janbeger.bsky.social · 19/03/2026

Seeking warm intros to editors/agents for a kids’ responsible‑AI book (7–12). Nonprofit, sample spreads ready. DMs open.

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Jan Beger @janbeger.bsky.social · 06/03/2026

Here are the ten papers that captured my attention in February. I hope the insights (and the ideas they spark) are useful to you. www.linkedin.com/pulse/intere...

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Jan Beger @janbeger.bsky.social · 03/03/2026

We talk about AI safety. We rarely talk about AI status loss. The political one stalls more projects. That’s 1 of 95 Hard Truths About AI in Healthcare. Just published the March 2026 update. A lot changed since June. Read it. Tell me which ones are wrong. hardtruth.carrd.co

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Jan Beger @janbeger.bsky.social · 03/03/2026

Vienna bound for ECR. Ready for a few packed days of ideas, familiar faces, new connections, and probably too much coffee. Looking forward to catching up with partners, customers and friends. If we’re already working together, or should be, let’s try to find a slot.

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Jan Beger @janbeger.bsky.social · 03/03/2026

Will I see you at ECR in Vienna this week?

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Jan Beger @janbeger.bsky.social · 02/03/2026

As AI models commoditize, the gap between vendors in the healthcare industry won’t be in the architecture. It’ll be in the three seconds between a finding and the next click.

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Jan Beger @janbeger.bsky.social · 26/02/2026

Is it funny cause it’s true?

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Jan Beger @janbeger.bsky.social · 13/02/2026

Matt Shumer just described what happened to his job in the last couple of months, and it’s the most honest thing I’ve read about where this is actually heading. If you’ve been dismissing AI based on your experience from 2023, this will change your mind. shumer.dev/something-bi...

shumer.dev

Something Big Is Happening

A personal note for non-tech friends and family on what AI is starting to change.

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Jan Beger @janbeger.bsky.social · 03/02/2026

AI has reached a tipping point, moving from narrow tools toward scalable clinical infrastructure in defined use cases. Multimodal and agentic AI can help enable more proactive, connected care, while keeping the human at the center. Thanks TEDx New River for having me.

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