Joyce White Nelson
Free Lesson

What Should AI Do? — What Still Needs You?

30 min
Sep 2, 2026 12:00 PM

140 students

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What you'll learn

Define AI’s job

Identify which parts of a workflow are good candidates for AI assistance.

Find the human judgment points

Recognize where context, verification, responsibility, or relationships require you.

Create one better handoff

Design one AI-assisted handoff without losing judgment, context, or responsibility.

Why this topic matters

AI can make one step faster while creating more checking, correction, or uncertainty later. The harder question isn’t which tool to use. It’s what to delegate, what AI may miss, what a person must verify, and who remains responsible. In this 30-minute lesson, you’ll examine one real work task example and bring one of your own to identify a critical human judgment point, and redesign one Human → AI → Human handoff you can use immediately.

You'll learn from

Joyce White Nelson

Joyce White Nelson

Systems-Change Advisor | Human Judgment & AI-Assisted Work | Founder, iQuoteHero

iQuoteHero.com
Joyce Ventures
University of Wisconsin-Madison
Center on PBIS
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