The conversation explores why educators must understand what's happening when AI goes rogue. AI misfires matter because students increasingly rely on AI tools that can produce misleading or harmful results. The panel discusses the known and unknown root causes, drawing on knowledge and insights gained from research and he history of social media. The group questions the role of system design and the extent to which inappropriate outputs are or are not intentional. Though the group agrees that digital literacy is essential, they point to the nuances that must be considered to adapt to the unique features of generative AI in education.

Dr. Punya Mishra (punyamishra.com) is the Associate Dean of Scholarship and Innovation at the Mary Lou Fulton Teachers College at Arizona State University.He has an undergraduate degree in Electrical Engineering, two Master’s degrees in Visual Communication and Mass Communications, and a Ph.D. in Educational psychology. He co-developed the TPACK framework, described as “the most significant advancement in technology integration in the past 25 years.”

Dr. Caroline Fell Kurban is the advisor to the Rector at MEF University. She was the founding Director of the Center of Research and Best Practices for Learning and Teaching (CELT) at MEF University and teaches in the Faculty of Education. She holds a BSc in Geology, an MSc in TESOL, an MA in Technology and Learning Design, and a PhD in Applied Linguistics. Fell Kurban is currently the head of the Global Terminology Project and the creator of the GenAI-U technology integration framework.

Dr. Liz Kolb is a clinical professor at the University of Michigan and the author of several books, including Cell Phones in the Classroom and Help Your Child Learn with Cell Phones and Web 2.0. Kolb has been a featured and keynote speaker at conferences throughout the U.S. and Canada. She created the Triple E Framework for effective teaching with digital technologies and blogs at cellphonesinlearning.com.

Dr. Puentedura is the Founder and President of Hippasus, a consulting practice focusing on transformative applications of information technologies to education. He has implemented these approaches for over thirty years at various K-20 institutions and health and arts organizations. He is the creator of the SAMR model for selecting, using, and evaluating technology in education and has guided multiple projects worldwide.

Dr. Helen Crompton is the Executive Director of the Research Institute for Digital Innovation in Learning at ODUGlobal and Professor of Instructional Technology at Old Dominion University. Dr. Crompton earned her Ph.D. in educational technology and mathematics education from the University of North Carolina at Chapel ill. Dr. Crompton is recognized for her outstanding contributions and is on Stanford’s esteemed list of the world’s Top 2% of Scientists. She is the creator of the SETI framework. She frequently serves as a consultant for various governments and bilateral and multilateral organizations, such as the United Nations and the World Bank, on driving meaningful change in educational technology.