Key Takeaways from CMS’s Rural Health Funding Announcement

This brief describes five key takeaways from CMS’s Notice of Funding Opportunity for the $50 billion Rural Health Transformation Program. It includes information about how CMS intends to review state applications and distribute funds and ongoing questions about the impact on rural hospitals, the distribution of funds across rural hospitals and states, and issues related…

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The rise in fabricated citations

From a Topaz et al. (2026) paper in The Lancet reviewing citations across 2.5 peer-reviewed papers in PubMed: Among 97·1 million verified references, we identified 4046 fabricated references across 2810 papers (illustrative examples are shown in the appendix p 5–6). In 2023, approximately one in 2828 papers contained at least one fabricated reference. By 2025,…

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Ambient AI Meets Reality

My take on an upcoming Healthcare Innovation San Diego Summit conversation about what health systems are learning from ambient AI, how they’re measuring value and where the technology still needs a human in the loop.

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