Bill Gates gazes into the AI crystal ball: what are the implications on the healthcare and life sciences industry. August 27, 2026 And critically, neither governments nor industry have a plan to manage it. While the essay has far-reaching implications for all industries and humanity generally, three key risk categories emerge for health care and life sciences organizations. It is a useful moment to connect his framing to what is actually showing up in legislative bodies, enforcement actions, and litigation. Labor displacement is no longer a future-tense problem. Gates first contends that AI-driven job displacement will move faster and cut deeper than prior technology transitions, in part because AI adapts to existing workflows rather than requiring the decades of infrastructure buildout required by prior revolutionary periods, such as the shift from agricultural to office-based work or the adoption of the Internet. He even flags possible areas within medicine that are likely to be impacted from customer service to data analysis to patient triage. That prediction lines up with what health systems are already grappling with as they deploy AI across claims processing, prior authorization, and administrative documentation. These disruptions will likely continue into the clinical space once AI adoption for clinical use cases expands. Dual-Use risk is a health care cybersecurity problem, today. Gates's second concern is that AI is empowering bad actors faster than defenders can keep up, particularly against critical infrastructure like hospitals and financial systems. This is not a hypothetical for the sector. Epstein Becker Green PC discussed this dynamic in detail following the announcement of Project Glasswing, an initiative built around AI-powered cyber defense for health care, financial services, and other critical infrastructure. The same underlying tension Gates describes, that AI capable of finding a vulnerability can just as easily help exploit one, is precisely why health care organizations cannot treat AI security as a subset of general IT risk management. It requires its own governance track, tied directly into incident response planning, and compliance with long-standing and emerging security and data protection laws at the federal, state, and international levels. The psychosocial risk to minors has already reached the courtroom and the medical Board. Gates spends a substantial portion of his essay on AI companions and their potential to displace human relationships, particularly for young people, citing research suggesting heavier and more emotionally personal chatbot use correlates with worse outcomes. As Epstein Becker Green PC discussed previously, lawsuits filed in 2025 alleged that AI chatbots encouraged the suicides of minors. Just this May, Epstein Becker Green PC also discussed Pennsylvania Board of Medicine's suit alleging that an AI chatbot engaged in the unlicensed practice of medicine by holding itself out as a psychiatrist. State legislatures have moved quickly in response. Colorado, along with more than two dozen other states, has enacted AI legislation touching health care, and companion-AI-specific statutes have emerged that impose transparency, safety, and accountability obligations aimed squarely at protecting minors and other vulnerable users. Although Gates's essay treats this as an emerging concern, for health care counsel that has been following granular developments, it is already an active compliance and litigation risk category with its own developing regulatory landscape and case law. To help clients navigate this evolving patchwork of laws, its firm recently launched an interactive State AI Law Tracker, covering enacted AI legislation across health care, life sciences, and employment. Follow more AI regulatory developments using Epstein Becker Green's State AI Law Tracker. Why Gates's view indicates AI governance is key. Gates's essay is most prescient, not in any individual risk explicitly noted, but in his observation that while AI governance is central to long-term success, no single institution (public or private) currently has visibility across the full AI risk or regulatory picture. He goes on to propose a new institutional architecture built to see across these silos as a means to achieve more thoughtful oversight and regulation. So what are health care and life sciences organizations to do while they wait for this grand governance vision to manifest? Interestingly, health care and life sciences organizations already face a version of this same structural problem that Gates describes, and are well-positioned to address it on a hyper-local basis. AI governance in health care and life sciences organizations today frequently sits split across compliance, IT security, HR, and clinical leadership, each with visibility into one slice of the risk. Organizations need not wait for a new global governance institution to be formed, but rather can address this issue in hyper-local ways that are right-sized to their organizations. Such a hyper-local approach is more feasible now and worth pursuing now to reduce the risk of enforcement actions or lawsuits that are arising in real time. It is also important to note that the governance question is clearly one that goes well beyond whether the technology works. It is whether the organization has governance in place to manage the myriad risks it faces across workforce, cybersecurity, operations, supply chain, regulatory compliance, privacy, intellectual property, and many other areas bearing possible legal and financial consequences. Clients standing up AI governance committees are increasingly recognizing the wide scope of areas requiring oversight and assigning ownership to evaluate and manage these risks. Here are some high-level thoughts on AI governance that may serve as a starting point to foster the work that ought to be done today. The Health Law Advisor blog is currently edited by Emily Chi Fogler. Search this blog. Related services. Topics. Select archive Epstein Becker Green blogs. Subscribe. Sign up to receive an email notification when new Health Law Advisor posts are published:

Wednesday 8.26.26. By Podiatry Management Magazine Aug 26, 2026 - ^ - PM Pulse check - ^ -. - queries, comments, and contributions -. Surveys have attempted to address the reasons that physicians retire. Frequently the healthcare provider "just wanted to retire". They had worked, saved, and had various reasons wishing to retire. Some retire as a result of an adverse malpractice experience. Others retire because of a fear that they have lost mental or physical competency. Some retire to spend more time with family or to pursue a passionate hobby or avocation. There are a number of podiatric physicians like myself who would prefer to remain active in the practice of medicine. View original query here, Dr. Hoffman's response here, and Dr. DeTournay's response here. Post your response by emailing [email protected]. PM Pulse now has classified ads! See below, and email [email protected] for more info. When the DOJ knocks. On August 7, attorneys Thomas J. Jaworski and Caitlin Carlton from Epstein Becker Green joined podiatrists at the APMA's 2026 Annual Scientific Meeting (the National) for a discussion on a subject that has become increasingly difficult for providers to ignore: federal health care fraud enforcement. The AI risks to patient trust. A recent peer-reviewed study found that AI agreement increased the perceived credibility of a doctor's recommendation, while disagreement increased perceptions of medical uncertainty and physician laziness, affecting measures of trust. From the Magazine. Dealing with patient pain. During your interaction with patients in general, they may ask for your opinion as a professional or seek a diagnosis. It is essential to refrain from sharing what you "think" their condition might be, substantiating the origin of their pain, or suggesting a diagnosis, regardless of your personal beliefs or impressions. Poll: What time of day do you prefer to receive PM Pulse? 9 ways to keep your AI scribe out of trouble. 1. Make the review step real, not a rubber stamp. Ambient scribes produce drafts. The clinician who signs the note is still accountable for its accuracy and completeness, and no vendor contract changes that. The trouble is that AI-generated notes read well. Fluent, confident, wrong text is far more dangerous in a chart than obviously garbled text, because it does not trip the reader's alarm. Set an explicit standard and hold to it. Notes get read before they get signed, with close attention to the assessment and plan, the history of present illness and anything that drives a coding decision. Pair that with a turnaround expectation, ideally signing within 24 hours, because a physician reviewing Tuesday's notes on Friday has lost the memory of the encounter and is left checking the note against itself. Want to add your thoughts to the discussion? Email [email protected]. All emails should adhere to its standards of professionalism and decorum and may be edited for length and clarity. MFAC call for abstracts. The Midwest Foot & Ankle Conference (MFAC) is pleased to announce the return of Scientific Abstract and Digital Poster presentations for the 2027 conference. Podiatry Management invite fellows, residents, students, and faculty to submit completed clinical or basic science research for consideration. Encore submissions (previously presented at other meetings or conferences) are welcome and will be reviewed. The top ten abstracts will be selected for oral presentation during the General Session on Saturday, March 6, 2027. The top three abstracts will receive cash prizes. Proposed treatment for diabetic foot ulcers. The two Medicare DME MAC contractors have proposed a local coverage determination (LCD) for Medicare beneficiaries with diabetic foot ulcers. Under the proposed LCD, released by CGS Administrators (jurisdictions B and C) and Noridian Healthcare Solutions (jurisdictions A and D) on July 23, Medicare would cover topical oxygen therapy to treat diabetic foot ulcers "that have failed to heal with four consecutive weeks of optimized diabetic foot ulcer care." Public comments on this are opn until September 5. Western U. Holds white coat ceremony. Western University of Health Sciences' College of Podiatric Medicine held its white coat ceremony August 7 in Claremont, California. CPM faculty cloaked students in white coats for the first time to welcome them into the profession and to remind them of their responsibilities as healers. Get the conversations started! PM Pulse wants to hear from you! Submit your questions, concerns, and opinions to [email protected] to share and receive feedback from your colleagues and peers about all aspects of the podiatry sector. All submissions must meet its standards for professionalism and decorum, and submissions may be edited for length and clarity. Still have questions? Send Podiatry Management an email. PM Pulse classified ads. Practice seeks associate in Connecticut. Owner will stay for transition. Full privileges available. Fax resume to 203-729-9046. Associate needed for busy house-call practice - long island, NY. Looking for an associate to join its busy house-call practice, part time to start, possibly leading to full time. Excellent compensation and bonuses. Must have New York license, malpractice insurance, reliable car. Can help with insurances and privileges. Call 516-633-6364, or email [email protected]. Hospital-Based podiatrist, trauma, surgery & wound care - North Carolina. Established podiatry practice in North Carolina is seeking a full-time, board-certified or board-eligible podiatrist for a hospital-based role with a strong emphasis on foot and ankle trauma, wound care, and surgery. Fellowship training is preferred. Competitive salary, comprehensive benefits, and an established referral base. Submit your CV to [email protected]. Before you go: Podiatry Management want to get your thoughts on its exciting new direction, and Podiatry Management'd love to hear your ideas about the topics, programs, content, and people you'd like to see more of on this page and in Podiatry Management Magazine.