The transformation of teachers' roles in the Deep Learning Ecosystem is key to creating meaningful, collaborative, and student-centered learning experiences. This study aims to analyze the changing roles of Sociology teachers at High School Negeri 3 Panyabungan in implementing Deep Learning in the 2025/2026 academic year. The approach used was qualitative, with observation, interviews, and documentation methods for Sociology teachers and the vice principal for curriculum. The results show that Sociology teachers transformed in three main dimensions: as activators who spark students' curiosity through reflective questions and contextual problems, as builders of a learning culture that fosters a collaborative and empathetic environment, and as collaborators who play an active role with other teachers in designing cross-disciplinary projects. This implementation demonstrates a paradigm shift from content-based learning to competency-based learning and self-reflection. The results of this study confirm that teacher readiness and institutional support are crucial for the success of role transformation in the Deep Learning Ecosystem.
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