Our project aims to revolutionize the use of generative artificial intelligence (GenAI) to enable authentic learning—focused on critical thinking and real-world, meaningful tasks beyond mere information acquisition. As GenAI adoption grows, educators, especially in non-technical fields, often lack guidance on effectively implementing GenAI in curricula. The project will provide a GenAI-based learning system, instructional materials, and support for educators to integrate GenAI into the practice.