Scaling Teacher Support: Piloting ”Profe Gabi,” an AI-powered Mentoring Chatbot for Novice Teachers in Chile
Human-intensive programs like teacher mentoring face a fundamental scaling problem: evidence shows their impact declines as they expand, and the personalized support that makes them effective becomes prohibitively expensive at scale. This paper explores whether AI-powered tools can help resolve this tension. We document the development and pilot implementation of ”Profe Gabi,” a generative AI chatbot designed to provide novice teachers in Chile with on-demand mentoring support through WhatsApp.