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Season 4, Episode 10 - Teach & Learn

AI and Assessment: A New Reality for Faculty With Dr. Phillip Dawson

AI isn’t just disrupting assessment—it’s redefining it. In this episode, Phillip Dawson unpacks why there’s no perfect solution and how educators can rethink assessment and feedback for an AI-driven world.

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Highlights

00:00- 00:43

Opening and Framing the Big Question: AI in Assessment

00:43 – 01:44

Meet Phillip Dawson and Why This Topic Matters Now

01:44 – 03:33

AI as an ‘Assurance of Learning’ Problem

03:33 – 06:05

From Puzzle to “Wicked Problem”

06:05 – 09:41

Characteristics of Wicked Problems in Education

09:41 – 14:43

Tensions and Trade-offs Educators Face

14:43 – 21:18

What Should Educators Do Instead? Structural Changes

21:18 – 30:06

Feedback in the Age of AI and Feedback Literacy

30:06-35:30

The Future: Conversations, Collaboration and Behavior Change

In this episode of Teach & Learn, host Dr. Cristi Ford is joined by Dr. Phillip Dawson from Deakin University to explore a question many higher education educators are grappling with: how do we assess learning in an AI-shaped world?

Rather than offering a quick fix, Dr. Dawson reframes AI and assessment as a “wicked problem”—one without a single solution, clear endpoint or shared definition. For faculty and academic leaders, that means moving beyond AI detection tools and “AI-proof” assignments toward more thoughtful, adaptable approaches to assessment design.

 Together, they explore:

  • Why AI challenges traditional assumptions about academic integrity and student capability 
  • The tension between preparing students for an AI-enabled workforce and ensuring authentic learning 
  • What structural changes to assessment look like in practice, including interactive and reflective approaches 
  • Why program-level collaboration—not individual effort—is key in higher education 
  • How feedback literacy is becoming essential for both students and educators 

As Dr. Dawson puts it, “there is no fix”—only ongoing decisions about trade-offs, context and what’s “good enough” for now. 

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