Beginning teachers often rely on reactive, directive responses when faced with challenging student behavior, limiting opportunities for long-term learning and reflection. This session introduces Edustories, a research-based approach that uses AI-supported analysis of authentic teaching case narratives to foster professional judgment. By engaging with AI-assisted reflections on classroom decision-making, teachers learn to recognize patterns in their responses, explore proactive alternatives, and strengthen their capacity to address complex behavioral situations more thoughtfully.#ai-in-education #teacher-learning #classroom-behavior