How Today’s Agentic AI Changes What and How We Teach with Teddy Svoronos

How Today’s Agentic AI Changes What and How We Teach with Teddy Svoronos

April 9, 2026 · 46 min · Episode 617

About this episode

Teddy Svoronos discusses the impact of agentic AI on teaching methods and educational practices.

Teddy Svoronos describes how today’s agentic AI changes what and how we teach on episode 617 of the Teaching in Higher Ed podcast. Quotes from the episode An AI agent is an LLM that runs tools in a loop to achieve a goal. -Teddy quoting Simon Willison’s definition The process of having a task, write a report, use a tool, web search, and do it over and over again until you feel like you’ve gotten the full sort of spectrum of things—that I think is what an agent really is. -Teddy Svoronos These LLMs are now becoming like this intermediary between me and the actual content. And so I’m optimizing in a different way than I used to. -Teddy Svoronos I think there’s an analogy with these tools that I’ve been thinking of as cognitive debt, which is that as you offload to them, there are things that they’ll do that you won’t quite understand. -Teddy Svoronos Resources Agentic Everything: How the latest set of models changes things, by Teddy Svoronos Course Corrections: Redesigning my course for AI, by Teddy Svoronos Pray, Mr. Babbage, by Teddy Svoronos Episode 590: Deep Background – Using AI as a Co-Reasoning Partner with Mike Caulfield…

People in this episode

Host: Bonni Stachowiak

Guest: Teddy Svoronos

Topics covered

Mentioned in this episode

Books & works: Agentic Everything: How the latest set of models changes things, Course Corrections: Redesigning my course for AI, Pray, Mr. Babbage, José Bowen MacWhisper, The Checklist Manifesto

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