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AI in Healthcare

David Talby, Ida Lucente

AI in healthcare, covered for the people who build, deploy, and govern it: new research, real deployments, validation, and governance. 100,000+ subscribers.

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Issues48Founded3 years agoLast Issue10 days ago
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Latest Issues

What we learned building Medical LLMs that academic medical centers trust

Originally published alongside the 2025 InfoWorld Technology of the Year Award announcement, December 2025.

InfoWorld named John Snow Labs’ Medical LLMs a 2025 Technology of the Year Award winner in December. The press release covered the...

10 days ago

When the Title Outruns the Study: General-Purpose vs. Healthcare-Specific AI

A Brief Communication in Nature Medicine made the rounds last month under a headline that is hard to misread: “General-purpose large language models outperform specialized clinical AI tools on medical benchmarks.” It generated a lot of comm...

13 days ago
33

The case for bringing HCC coding in-house: what generative AI changes about the outsourcing math

Originally published in Health IT Answers and MedCity News, November 2025.

HCC coding is where Medicare Advantage economics meet compliance risk. Risk scores drive 2025 payments to plans covering roughly 35.7 million beneficiaries (more th...

15 days ago
2

Three Healthcare AI Frameworks, one governance backbone: RUAIH, URAC, and CHAI

In about a year, U.S. healthcare went from having no shared way to govern AI to having two certifications and a detailed set of governance playbooks. URAC published its Health Care AI accreditation. The Joint Commission, with CHAI, launched...

23 days ago
27

The real AI governance gap isn’t missing regulation. It’s missing literacy.

Originally published in CIO, October 2025.

A recurring talking point in enterprise AI conversations is that regulation is holding back adoption. The framing is appealing and almost entirely wrong. Regulated industries already sit inside fr...

24 days ago

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Authors

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  • David Talby

    CEO at John Snow Labs and Pacific AI, helping companies apply artificial intelligence to solve real-world problems in healthcare and life science.

  • Ida Lucente
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