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A visual metaphor of faculty and professionals holding up shields marked 'Scope', 'Credentials', and 'Quality' as digital forces swirl around.
Rebundling or Retreat? How Professions Defend Their Turf in a Tech-Driven World ai in higher ed credentialing faculty roles professional identity Jul 25, 2025

When professions feel pressureā€”from automation, outsourcing, or AIā€”they react. Not always out of fea...

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