Adjunct Intelligence: AI + HE

Mollie Dollinger on the HE Decay Narrative — and Why It's Wrong


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Professor Mollie Dollinger, Director of Assessment 2030 at Curtin University, joins Dale and Nick to push back on the story dominating coverage of higher education — that universities are in decay, students are cheating en masse, and no one inside the sector knows what to do about AI. The conversation covers TEQSA's voluntary action plans, why 65% of students worry about their own cognitive development, what shadow IT says about overworked staff, why society no longer trusts graduates, burnout research, the Einstein agent thought experiment, and the argument that the academy has centuries of expertise the tech industry is currently ignoring.

[00:00] — The decay narrative pushback

 [05:00] — Brookings student cognitive concerns 

[07:30] — Why the bad story sticks

 [09:50] — What's actually happening inside 

[13:30] — Shadow IT and unapproved tools 

[16:00] — Chatbots and AI tutors 

[19:55] — Student success beyond jobs 

[28:46] — Burnout and admin burden

 [33:35] — Redesigning learning around AI 

[41:12] — Who counts as expert

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Adjunct Intelligence: AI + HEBy Adjunct Intelligence