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The Pulse Library

The Population the Model Cannot See

Jul 13, 2026

The Population the Model Cannot See

The proxy beneath population health software decides who gets care. Why the target and the data, not the model, are the real work.

Christopher Hutchins
Christopher Hutchins
When the Software Stops Asking

Jul 6, 2026

When the Software Stops Asking

Agentic AI does not hand the work back, it acts. What stays human, and what a health system still owns, once the software stops asking.

Christopher Hutchins
Christopher Hutchins
When the Patient Becomes the Training Data

Jun 29, 2026

When the Patient Becomes the Training Data

Patient privacy is the AI exposure surface health systems are not watching. What leaders owe the person behind every record once AI tools enter care.

Christopher Hutchins
Christopher Hutchins
The Prior Authorization Arms Race

Jun 22, 2026

The Prior Authorization Arms Race

Payers automate the denial. Providers automate the appeal. What a health system still owns when AI runs both sides of the revenue cycle.

Christopher Hutchins
Christopher Hutchins
What the Scribe Leaves Behind

Jun 15, 2026

What the Scribe Leaves Behind

Ambient documentation after the pilot

Christopher Hutchins
Christopher Hutchins
The Partner Test

Jun 8, 2026

The Partner Test

How to tell the firms worth hiring from the ones that will bill and disappear

Christopher Hutchins
Christopher Hutchins
What the Model Inherits

Jun 1, 2026

What the Model Inherits

Why the data beneath the model decides everything, and who owns it after you do

Christopher Hutchins
Christopher Hutchins

AI Oversight

+3

Who Answers for the Model?

May 25, 2026

Who Answers for the Model?

Human Accountability in the Age of Clinical AI

Christopher Hutchins
Christopher Hutchins

AI Oversight

+2

The Procurement Trap

May 18, 2026

The Procurement Trap

How standard IT contract language fails AI models, and who pays the price

Christopher Hutchins
Christopher Hutchins
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