Governance & Risk

Cleared Is Not Validated

Retrospective Data vs Real-life Validation

Oct 8 • Sam Ashoo, MD

OpenAI’s Mental Health Bench

More to this story than 57%

Sep 28 • Sam Ashoo, MD

1,357 Devices Cleared, 3 Tested

The FDA AI Evidence Gap

Sep 15 • Sam Ashoo, MD

What Exactly Do We Mean by “AI” in Medicine?

When Does an Algorithm Become AI?

Sep 9 • Sam Ashoo, MD

Disclosure Without Control

The HIPAA Loophole That AI Exploited

Sep 1 • Sam Ashoo, MD

What It Takes to Build a Medical Database

From fragmented patient records to Al-ready insights.

Aug 18 • Sam Ashoo, MD

Is Open Source the Answer to Healthcare AI’s Trust Crisis?

Open source helps with a lot of what’s keeping hospital AI officers up at night this year, but not with everything, and the hospitals that get that…

Aug 14 • Sam Ashoo, MD

When Does AI Become the Standard of Care?

Lessons from the Rise of Point-of-Care Ultrasound

Aug 7 • Sam Ashoo, MD

The Two Pipelines

One hides your name. The other doesn't bother.

Aug 2 • Sam Ashoo, MD

A Complete Guide to AI Healthcare Laws in 2026

Who Decides? The States Are Answering

Jul 29 • Sam Ashoo, MD

OpenAI's Uncontrolled Experiment

A sandbox breach, a 52 percent under-triage rate, and two lawsuits all point to the same architecture OpenAI now uses to read patient charts.

Jul 24 • Sam Ashoo, MD

Who Gets to Decide When AI Is Ready to Perform Medical Work?

Utah’s AI Pilot Exposed a Governance Question That Medicine Has Never Had to Answer

Jul 21 • Sam Ashoo, MD

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