◉ Working notes — most recent first Get them by email →
Paul Logan PhD, CRNP
§ The archive

All articles.

Working notes from a practicing ACNP and graduate-program faculty member. Clinical practice, NP education, and the parts of AI showing up in both.

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9 pieces
AI · Featured Nº 01 · Apr 2026

You Can't Stop What's Coming

Slide rules, mainframes, search engines — every tech transition had holdouts right about the tradeoffs, wrong about the timeline. AI is no different.

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From the archive
Nº 01 · AI
§ Archive
Nº 02
AI · Apr 2026

AI Content Creation Is a Grind. Here's What That Actually Means.

The hype cycle skips the part where you throw away most of what AI produces. Good educational content is iterative and expertise-dependent, not push-button.

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Nº 03
AI · May 2026

Right About the Tradeoffs, Wrong About the Timeline

The holdouts in every technology transition weren't wrong about the costs. They were wrong about the timeline. AI won't wait while faculty debate the tradeoffs.

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Nº 04
AI · Jul 2026

The Tool Worked. I Didn't.

I built a system to feed my AI the right background automatically, then measured whether it helped. The system got better. I didn't.

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Nº 05
AI · Jul 2026

The Guideline Is the Step That Gets Skipped

Graduate NP content needs the exact current recommendation, not the version you remember. Verifying it is the first step cut when busy, and nobody catches it.

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Nº 06
AI · Jul 2026

What Building With AI Costs

A year building products with AI as a primary tool taught me three frustrations nobody warns you about, and results I couldn't have gotten any other way.

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Nº 07
AI · Jul 2026

Fifteen Minutes, Two Minutes, No Thank You

Twice this week I finished someone else's work in minutes with AI and handed it back. Twice they didn't take it — the reason has nothing to do with the tool.

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Nº 08
AI · Jul 2026

I Built the AI My Students Use

Two years ago I stopped waiting for someone to build AI tools for my students and built my own. The debate about AI in higher ed asks the wrong question.

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Nº 09
AI · Jul 2026

The Guideline You Learned Is Not the Guideline That's Current

Practicing APPs work from the guideline version they learned in training. Continuing education tracks hours, not currency — nothing forces an update.

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