In this episode we explore a practical classroom response to one of the hardest problems AI has created for teachers: how to know whether a student actually understands the work they submitted.

Rather than relying on unreliable AI detectors, we look at an emerging approach from educators like AJ Giuliani: using a student’s submitted paper to generate a short comprehension quiz that helps reveal whether the student truly knows the material.

Topics covered:

• Why AI detectors are often unreliable for judging student authorship
• How quiz-based authentication can help teachers assess whether students know the work they submitted
• AJ Giuliani’s classroom approach to AI-era authorship questions
• Nick Potkolitsky’s distinction between “ownership” and “formation”
• Why retention, transfer, and agency matter in student learning
• What “generate before you delegate” means for student writing
• How oral explanation, reflection, and defense of ideas can strengthen assessment
• Why classroom bots may be useful for probing student understanding, not just catching misuse
• Practical implications for teachers, instructional coaches, and district leaders

Sources:

https://ajjuliani.beehiiv.com/p/the-easiest-way-to-stop-ai-plagiarizing

https://nickpotkalitsky.substack.com/p/is-ownership-the-best-metaphor-for