AI and Assessment: A New Reality for Faculty With Dr. Phillip Dawson
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. Resources Discussed in the Episode:"The wicked problem of AI and assessment"“‘Where’s the line? It’s an absurd line’: towards a framework for acceptable uses of AI in assessment.”“Talk is cheap: why structural assessment changes are needed for a time of GenAI.”“It takes a village… Program-wide approaches to redesigning assessment in a time of generative artificial intelligence (GenAI).”The Feedback Literacy Behaviour Scale (FLBS)Remember to follow us on social media. You can find us on X, Instagram, LinkedIn, or Facebook @D2L. Check out our YouTube channel for the video version of this podcast and so much more.For more content, please visit the Teaching & Learning Studio.To hear more about how D2L is transforming the way the world learns, visit our website at D2L.comVisit the Teaching & Learning Studio for more content for educators, by educators. Sign up for our newsletter today.






