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.

About the Organizer

21st Century Learning (21CL) organizes top-tier conferences and events that align with its mission of “Building Communities of Learners”

Aside from AIFE, our annual event portfolio includes International Schools Asia Conference, 21CLHK Conference, GBA School Awards, PHASE Asia Pacific and PHASE China (PE, Health, and Athletics), OFFSEAS (Outdoor Education), Lead to Succeed (Education Leadership), and InnovateEDU South Korea.

Led by educators with deep experience in Education Leadership, Professional Learning, EdTech and Progressive Pedagogy. 21CL also offers consultancy and professional learning services for schools.