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AI in Higher Education: Bias, Procurement, and Human Oversight artwork
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AI in Higher Education: Bias, Procurement, and Human Oversight

Changing Higher Ed by Dr. Drumm McNaughton

At sixteen, with straight A's in math and science, Dr. Karen Panetta's school career assessment told her to sell makeup or be a cook. A male friend with lower scores got engineer or politician. No AI was involved. Just a...

About This Episode

AI in Higher Education: Bias, Procurement, and Human Oversight is an episode from Changing Higher Ed by Dr. Drumm McNaughton. At sixteen, with straight A's in math and science, Dr. Karen Panetta's school career assessment told her to sell m...

Podcast

This episode belongs to Changing Higher Ed.

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Episode Details

Published Jun 2, 2026, 38:01 long, audio available.