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A new red-team benchmark measures whether frontier models impersonate doctors, lawyers, and financial advisors, and whether they disclose being AI. Every model tested failed at least a third of it.
Take a clinical note about a 52-year-old with chest pain, and ask a frontier model what to do.
First on all 15 clinical and biomedical benchmarks, averaging 80.9 against the newest frontier releases, running on a single GPU inside your own environment.
Originally published alongside the 2025 InfoWorld Technology of the Year Award announcement, December 2025.
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 commentary, a combative public response from one of the named companies, and a request to the journal for a retraction.
Originally published in Health IT Answers and MedCity News, November 2025.
U.S. healthcare now has two AI certifications and a set of governance playbooks, but they all rest on one backbone you must sustain.
Originally published in CIO, October 2025.
Healthcare AI budgets break on one assumption: that per-token API pricing works at patient-population scale.
Originally published in Forbes, July 2025.
