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Evidence

Clinical AI accountability research, data, and documented case studies showing where the governance gap surfaces inside health systems and what it costs when no one is named to own the decision.

Framework

+2

Say Say Say

Aug 12, 2026

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1 min read

Say Say Say

51 percent of finance chiefs say they don't have theauthority to govern AI at all. That is not a governancechallenge. It is an empty seat with a challenge writtenon it.

Mo Johnson, MD MBA
Mo Johnson, MD MBA

Framework

+2

Tipping Point

Aug 11, 2026

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1 min read

Tipping Point

That is four jobs described as one person. The gap doesnot close by naming a role. It closes by naming two.

Mo Johnson, MD MBA
Mo Johnson, MD MBA

Framework

+2

The Unscored

Aug 10, 2026

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1 min read

The Unscored

Expanding who gets evaluated is a governance decisionwearing a growth number.

Mo Johnson, MD MBA
Mo Johnson, MD MBA

Framework

+2

The Bias

Aug 6, 2026

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1 min read

The Bias

An accurate model answering the wrong question passesevery fairness test built to check the answer.

Mo Johnson, MD MBA
Mo Johnson, MD MBA

Framework

+2

The Black Box

Aug 5, 2026

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1 min read

The Black Box

Accuracy stopped being the product. The explanation is. It shows up as 13 hours a week.

Mo Johnson, MD MBA
Mo Johnson, MD MBA

MedicoVigilance™

+5

The Man Behind The Curtain

May 13, 2026

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2 min read

The Man Behind The Curtain

Mo Johnson, MD MBA
Mo Johnson, MD MBA

MedicoVigilance™

+4

The Week That Named The Room

Apr 1, 2026

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4 min read

The Week That Named The Room

Mo Johnson, MD MBA
Mo Johnson, MD MBA

MedicoVigilance™

+4

The Log, The Loop, and The Liability

Mar 18, 2026

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3 min read

The Log, The Loop, and The Liability

What Epic Got Right, What Medlog Just Named, and The Infrastructure Gap That Is Compounding With Every AI Deployment Your Health System Has Not Audited

Mo Johnson, MD MBA
Mo Johnson, MD MBA

Published by GPe Research · gperesearch.com

© 2026 The Accountability Gap™.
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