Interrogating AI
While AI can seem like magic, there’s actually a lot going on behind the scenes.
In this session, we are going to peel back the layers, and explore how an AI decides what to say.
Exploring this will help us to understand when AI is right, when it is wrong, and when it is unreliable.
Effectively implementing AI requires us to use all tools at our disposal to build our understanding of its output.
Vibes work well in demos and flashy promos, but if we want to actually deliver transformative practices, we must look deeper.
This workshop shows you how to do this.
Facilitated By
Ryan Tannenbaum
Owner, For.Education
Ryan Tannenbaum is a former English teacher, principal, and tech director who now consults with schools on AI. He teaches it like an educator—demystifying how it works and fails, and what agentic AI means for school systems—so you walk away with practical tools, not jargon.




