The CanadianEd Leadership Show: Episode 127 with Christian Muise

Dean welcomes Professor Christian Muise (Queen’s University computing science) to discuss how generative AI is disrupting education, ethics, assessment, and human interaction. They acknowledge the loss of traditional take-home assessments and the upheaval educators face, arguing excitement about AI should not gloss over real challenges. Christian explains why optimism or pessimism depends on context, how ethical issues have intensified with the recent scale of generative AI (including resource use), and why AI literacy matters differently for everyday users versus decision-makers deploying tools in schools. They explore misconceptions about AI as “truth,” the jagged capability landscape, and the rapid impact on higher-ed assessments, prompting shifts to in-person quizzes/exams and redesigned coursework. They also discuss risks like cognitive atrophy and changing social behavior, while highlighting ways to use AI that strengthen thinking, and Christian shares how he approaches AI with his grade-4 daughter to protect creativity. 00:00 Education Upheaval 00:54 Meet Christian Muise 03:35 Optimism Versus Pessimism 05:07 Ethics Goes Mainstream 07:15 Narrow AI And AGI 09:58 How Generative AI Works 11:58 AI Literacy For Everyone 16:00 Surprises In Education 17:59 Companionship And Psyche 21:47 Process Over Product 22:57 Using AI Without Atrophy 25:17 Course Assessment Redesign 29:27 Education Upheaval Reality 30:23 AI Misconceptions Truth 31:00 Token Generator Limits 32:23 Jagged Capability Curve 34:08 Workflow Atrophy Warning 35:22 K12 District Guidance 39:15 Curiosity Critical Community 41:12 Parenting AI Creativity 45:28 Multidisciplinary Conversations 47:50 Rapid Fire Wrap Up 51:12 Closing Thanks Farewell