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Clinical AI

AI Oversight

+3

Who Answers for the Model?

May 25, 2026

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4 min read

Who Answers for the Model?

Human Accountability in the Age of Clinical AI

Christopher Hutchins
Christopher Hutchins

AI Oversight

+2

How Probabilistic Drafting Is Reshaping Clinical Decisions

Mar 2, 2026

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4 min read

How Probabilistic Drafting Is Reshaping Clinical Decisions

What changes when AI drafts the first version of a clinical decision

Christopher Hutchins
Christopher Hutchins

Patient Consent

+2

When the Patient Brings the Algorithm

Feb 16, 2026

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4 min read

When the Patient Brings the Algorithm

What happens when patients arrive with AI results of their own

Christopher Hutchins
Christopher Hutchins

AI Oversight

+2

Shadow AI: The Symptom, Not the Threat

Jan 26, 2026

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4 min read

Shadow AI: The Symptom, Not the Threat

Clinicians using unsanctioned AI is a signal, not the real problem

Christopher Hutchins
Christopher Hutchins

Patient Consent

+2

The Patient Who Said No

Jan 19, 2026

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4 min read

The Patient Who Said No

What one patient refusal reveals about consent in the age of AI

Christopher Hutchins
Christopher Hutchins

Patient Consent

+2

The Consent Crisis

Jan 5, 2026

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4 min read

The Consent Crisis

AI is straining the consent process healthcare was never built to handle

Christopher Hutchins
Christopher Hutchins

Patient Safety

+2

Keeping AI Grounded in the Real World

Dec 15, 2025

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4 min read

Keeping AI Grounded in the Real World

Why AI that works in the lab still has to prove itself at the bedside

Christopher Hutchins
Christopher Hutchins

AI Oversight

+2

The Hidden Infrastructure of Trust

Dec 8, 2025

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5 min read

The Hidden Infrastructure of Trust

The quiet systems that decide whether clinicians trust AI at all

Christopher Hutchins
Christopher Hutchins

Responsible AI

+2

Building Ethical Intelligence in Healthcare

Dec 1, 2025

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4 min read

Building Ethical Intelligence in Healthcare

Ethics in healthcare AI is built into the system, not added at the end

Christopher Hutchins
Christopher Hutchins

Workforce & Burnout

+2

The AI That Heals the System

Nov 24, 2025

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3 min read

The AI That Heals the System

Where AI does the most good fixing the system around care, not just care

Christopher Hutchins
Christopher Hutchins

Workforce & Burnout

+2

Clinician Voices on AI That Actually Helps

Nov 17, 2025

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3 min read

Clinician Voices on AI That Actually Helps

What clinicians say about the AI that genuinely lightens their day

Christopher Hutchins
Christopher Hutchins

Workforce & Burnout

+2

Uncovering Fundamental Flaws in the Design of Work within Healthcare Systems

Nov 10, 2025

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4 min read

Uncovering Fundamental Flaws in the Design of Work within Healthcare Systems

The deepest healthcare problems live in how the work itself is designed

Christopher Hutchins
Christopher Hutchins

Workforce & Burnout

+2

The Quiet Revolution: Operational AI That No One Notices (But Everyone Feels)

Nov 3, 2025

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3 min read

The Quiet Revolution: Operational AI That No One Notices (But Everyone Feels)

The AI changing healthcare most is the kind no one sees working

Christopher Hutchins
Christopher Hutchins

AI Ethics

+2

The Human Signal in the Data Noise

Oct 27, 2025

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3 min read

The Human Signal in the Data Noise

Finding the human meaning inside the noise of healthcare data

Christopher Hutchins
Christopher Hutchins

Clinical Decision Support

+2

Trust by Design: Why Clinicians Don't Trust AI (Yet)

Oct 13, 2025

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3 min read

Trust by Design: Why Clinicians Don't Trust AI (Yet)

Clinician trust in AI is earned by design, not assumed

Christopher Hutchins
Christopher Hutchins

Workforce & Burnout

+2

Reclaiming Time: Designing AI That Gives Back the Day

Oct 6, 2025

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4 min read

Reclaiming Time: Designing AI That Gives Back the Day

Designing AI around the scarcest resource in healthcare: time

Christopher Hutchins
Christopher Hutchins

Workforce & Burnout

+2

Easing the Cognitive Load: Where AI Supports the Human Work of Care

Sep 29, 2025

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4 min read

Easing the Cognitive Load: Where AI Supports the Human Work of Care

Where AI lightens the mental load that care quietly demands

Christopher Hutchins
Christopher Hutchins

Workforce & Burnout

+2

Building AI That Works Where Care Happens

Sep 22, 2025

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3 min read

Building AI That Works Where Care Happens

AI earns its place only when it works at the point of care

Christopher Hutchins
Christopher Hutchins

Clinical AI

+2

From Prior Auth to Predictive Care: How CMS and Payers Are Scaling AI for Value-Based Care

Sep 15, 2025

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3 min read

From Prior Auth to Predictive Care: How CMS and Payers Are Scaling AI for Value-Based Care

How payers are moving AI from prior authorization to predictive care

Christopher Hutchins
Christopher Hutchins

Workforce & Burnout

+2

Beyond Burnout: How AI is Powering the Future of Hospital Workforce Management

Sep 8, 2025

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5 min read

Beyond Burnout: How AI is Powering the Future of Hospital Workforce Management

Using AI to rebuild hospital staffing around the people who do the work

Christopher Hutchins
Christopher Hutchins

Data Integration

+2

The Hidden Chaos of Healthcare Data: Why Integration Is Still a Dream

Aug 25, 2025

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4 min read

The Hidden Chaos of Healthcare Data: Why Integration Is Still a Dream

Why healthcare data integration stays out of reach for most systems

Christopher Hutchins
Christopher Hutchins

Data Integration

+2

Still Chasing Integration: Why Healthcare Data Remains Fragmented

Aug 18, 2025

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4 min read

Still Chasing Integration: Why Healthcare Data Remains Fragmented

Why healthcare data stays scattered no matter how much you spend

Christopher Hutchins
Christopher Hutchins

Responsible AI

+2

The AI you design this year will define how patients experience care for the next decade.

Aug 11, 2025

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3 min read

The AI you design this year will define how patients experience care for the next decade.

The AI you design now will shape patient care for a decade

Christopher Hutchins
Christopher Hutchins

Patient Safety

+2

The Quiet Power of AI in Healthcare: Closing Care Gaps Before They Become Costly

Aug 4, 2025

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4 min read

The Quiet Power of AI in Healthcare: Closing Care Gaps Before They Become Costly

Catching care gaps with AI before they turn into costly events

Christopher Hutchins
Christopher Hutchins

Workforce & Burnout

+2

From Burnout to Breakthrough: 3 Ways AI Can Unburden Healthcare Teams Today

Jul 28, 2025

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4 min read

From Burnout to Breakthrough: 3 Ways AI Can Unburden Healthcare Teams Today

Three ways AI can lift weight off healthcare teams right now

Christopher Hutchins
Christopher Hutchins
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