Robert Wachter
Professor and chair of the Department of Medicine at UCSF who writes about patient safety, hospital medicine and technology in healthcare. Author of A Giant Leap (2026). Writes Pattern Recognition, a newsletter on healthcare AI.
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What they believe
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The rise of AI in healthcare will lead to the dissemination of specific encoded values at scale.
As AI-enabled decision support becomes more robust, more persuasive, and perhaps even agentic, it will quietly encode one set of values and disseminate it at scale.
robertwachter.substack.comSaid 15 Oct 2026This on korrents
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The AI we currently have is sufficient to address many important clinical problems.
This means that the AI we already have is good enough to address many of our most important clinical problems.
robertwachter.substack.comSaid 15 Sept 2026This on korrents
The bold line is korrents’ wording; the quote is theirs. These 2: what they wrote before what they said aloud, one per source, newest first.
Beliefs
Korrents What they believe 18 beliefs — each backed by an exact quote.
Each is a — compiled by korrents.com, not by them: the one-line wordings are korrents', the quotes are theirs.
Recent
The rise of AI in healthcare will lead to the dissemination of specific encoded values at scale.
As AI-enabled decision support becomes more robust, more persuasive, and perhaps even agentic, it will quietly encode one set of values and disseminate it at scale.
Robert Wachter Said 15 Oct 2026
AI's primary impact on healthcare costs will be through its influence on clinical decisions.
But AI's real impact on costs will come through its effect on clinical decisions.
Robert Wachter Said 15 Oct 2026
The debate over healthcare rationing in the U.S. will become politicized as AI tradeoffs become explicit.
As these tradeoffs become explicit, we can expect a vigorous debate about rationing. And in the U.S., we can guarantee it will be politicized.
Robert Wachter Said 15 Oct 2026
Show 15 more
The AI we currently have is sufficient to address many important clinical problems.
This means that the AI we already have is good enough to address many of our most important clinical problems.
Robert Wachter Said 15 Sept 2026
Even if no new models are released for several years, healthcare will still require that much time to absorb existing AI tools.
Even if not a single new model were released in the next few years, it would take that much time for healthcare to build sensible local governance, to agree on and adopt reasonable regulations, to work through the politics and changes in the payment system, to retool our training programs, and to see which of the hundreds of AI companies vying for a place in healthcare's ecosystem survive.
Robert Wachter Said 15 Sept 2026
A general antipathy toward AI might lead to a slowdown in the implementation of healthcare tools that can currently save lives and ease suffering.
What I hope doesn't happen is that a general antipathy toward AI and AI companies bleeds into a slowdown in the implementation of healthcare tools that can - today - save lives, ease suffering, and improve the lot of both patients and clinicians.
Robert Wachter Said 15 Sept 2026
AI will often outperform humans in diagnosis and management decisions when given a curated set of facts.
Given a curated set of facts, AI will often outperform humans in diagnosis and management decisions - and we doctors may sometimes get in the way if we try to intervene.
Robert Wachter Said 27 Aug 2026
AI's diagnostic performance on curated facts does not prove it can replace doctors who are experts at creating problem representations.
All of this means that AI's diagnostic performance on a curated set of clinical facts should not be taken as compelling evidence that "Dr. AI" can replace actual doctors, who are experts in creating correct and useful problem representations.
Robert Wachter Said 27 Aug 2026
A healthcare system could exist where AI provides basic preventive and urgent care while humans provide more complex clinical and emotional care.
I can imagine a system in which basic preventive and urgent care is provided quite competently - and less expensively and more conveniently - by AI, whereas more complex care, both clinical and emotional, is provided by humans.
Robert Wachter Said 27 Aug 2026
The growing backlash against AI may profoundly affect the pace of AI implementation in medicine.
But there's no firewall between healthcare and the rest of our lives, and so the growing backlash may profoundly affect the pace of AI implementation in medicine.
Robert Wachter Said 26 May 2026
Healthcare may be the industry where AI has the greatest positive impact on the average person.
Conversely, healthcare may be the industry where AI has the greatest positive impact on the average person - meaning that AI executives should focus more on talking about it, while talking less about insider brass rings like achieving artificial general intelligence (AGI).
Robert Wachter Said 26 May 2026
The new AI will be good for health and healthcare because the technology is remarkable and the status quo is lacking.
I believe the new AI will be good for health and healthcare, in part because the technology is remarkable and in part because the status quo is woefully lacking.
Robert Wachter Said 26 May 2026
AI will lead to the loss of hundreds of thousands of healthcare jobs, but few will be among physicians, allied health professionals, and nurses in the next decade.
My prediction is that AI will lead to the loss of hundreds of thousands of healthcare jobs, but few of these will be among physicians, allied health professionals (AHPs), and nurses, at least in the next decade.
Robert Wachter Said 17 Dec 2025
The displacement of human workers performing non-client-facing work is likely to be mirrored in every knowledge-based field.
The displacement of human workers performing non-client-facing work - particularly entry-level workers - seems certain to be mirrored in every knowledge-based field, such as accounting, consulting, law, and software development.
Robert Wachter Said 17 Dec 2025
AI is more likely to assist nurses in performing their jobs more effectively than to replace those jobs entirely for the foreseeable future.
For the foreseeable future, it's more likely that AI and robots will assist nurses in performing their jobs more effectively - enabling them to practice closer to the top of their license - than replace those jobs entirely.
Robert Wachter Said 17 Dec 2025
Healthcare AI will realize its full transformative potential even though most healthcare AI start-ups will fail.
Healthcare AI will realize its full transformative potential, even though most healthcare AI start-ups will fail.
Robert Wachter Said 2 Dec 2025
The growth of AI in healthcare will ultimately track with the technology's transformative capabilities.
the growth of AI in healthcare will ultimately track with the technology's transformative capabilities.
Robert Wachter Said 2 Dec 2025
The current AI boon in healthcare is built on a foundation too solid to sink entirely.
in healthcare at least, today's AI boon is built on too solid a foundation to sink entirely.
Robert Wachter Said 2 Dec 2025
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Where they publish
Newsletter Pattern Recognition Monthly-or-so essays on what AI is and is not changing in healthcare
Open robertwachter.substack.com
Link verified 24 Oct 2026.
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