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Issues

The MedicoVigilance™ newsletter.

Field Notes

The Average

Aug 13, 2026

•

1 min read

The Average

An average cannot be acted on. A ranked ten can.

Mo Johnson, MD MBA
Mo Johnson, MD MBA

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

+1

The Timeout

Aug 7, 2026

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1 min read

The Timeout

Every operation starts with everyone standing still. AIentered the same room and nobody kept the pause.

Mo Johnson, MD MBA
Mo Johnson, MD MBA

Framework

+2

The Bias

Aug 6, 2026

•

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

Field Notes

Layers of Clinical AI

Aug 4, 2026

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1 min read

Layers of Clinical AI

Every layer inherits the one beneath it. Accountabilityis the layer nobody built.

Mo Johnson, MD MBA
Mo Johnson, MD MBA

Field Notes

The Seventh

Aug 3, 2026

•

1 min read

The Seventh

The model does not make one decision. It makes ten.Nine happened before anyone in your building looked ata screen.

Mo Johnson, MD MBA
Mo Johnson, MD MBA
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Published by GPe Research · gperesearch.com

© 2026 The Accountability Gap™.
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