ChatLearning solves the challenge of unfair and unproductive group work with an AI-powered platform that brings transparency, engagement, and equity to collaborative learning. Our system tracks individual contributions in real time, using large language models to assess the quality and relevance of each student’s input. AI-driven nudges encourage disengaged members to participate, while gamification elements—such as levels, badges, and rewards—motivate students to stay engaged.