Insights

Notes from the lab and the ward.

Perspectives on healthcare and AI from the team building it.

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Healthcare AIAugust 3, 2026

Why Clinical AI Loses Accuracy When Moved to New Hospitals

Most clinical AI models lose accuracy when moved to a new hospital, and regulatory clearance does not measure it. What the external validation evidence shows.

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Healthcare AIJuly 23, 2026

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Notes from the lab and the ward.

Why Clinical AI Loses Accuracy When Moved to New Hospitals

The Best Clinical AI Agent Finishes Fewer Than Half Its Tasks

Where AI Actually Shortens Turnaround Time in Healthcare

Why Healthcare Falls Behind

What AI Actually Fixes in Remote Care, and What It Quietly Fails At

The FDA Is Regulating Less Clinical AI, and the Diligence Burden Just Moved to the Buyer

AI Triage in the Emergency Department, What It Does Well and Where It Fails

Why Smaller, Domain-Specific Models Are Gaining Ground in Hospitals

Augmenting Physical Therapy, What the Evidence Actually Supports

AI Agents in Drug Discovery, Strong on the Science and Shaky on the Workflow