AI in Healthcare
David Talby, Ida LucenteAI in healthcare, covered for the people who build, deploy, and govern it: new research, real deployments, validation, and governance. 100,000+ subscribers.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
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| Issues | 51 | Founded | 3 years ago | Last Issue | 8 days ago |
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Benchmarking AI impersonation of licensed professionals: 11 laws and 380 adversarial tests
An LLM can give a factually correct answer and still create legal exposure for whoever deployed it, if it answers while presenting as a licensed professional. Between January 2025 and January 2026, at least eleven US state and federal laws...
The cognitive bias problem LLMs inherited from doctors
Take a clinical note about a 52-year-old with chest pain, and ask a frontier model what to do. It orders the troponin, the ECG, and keeps the patient for observation. Now take the identical note, change nothing about the vital signs, the hi...
Small, Private, and First on All Fifteen: The New Medical LLM Benchmark Results
John Snow Labs’ latest Medical LLM results are in. Across fifteen clinical and biomedical benchmarks, the Medical LLM – Medium ranks first on every one, against the newest frontier releases from OpenAI, Anthropic, and Google. It averages 80...
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...
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...
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CEO at John Snow Labs and Pacific AI, helping companies apply artificial intelligence to solve real-world problems in healthcare and life science.
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