This section contains the accepted papers for the workshop on Adaptive Lifelong Learning co-located with the 14th International Conference on Learning Analytics and Knowledge (LAK'25), held on March 4, 2025, in Dublin, Ireland. Out of five papers, four papers (three long and one short papers) are accepted and included in the proceedings. The submitted papers were reviewed by two reviewers from our program committee. Organizing Committee ▪ Alireza Gharahighehi 1 KU Leuven 1 ▪ Rani Van Schoors 1 KU Leuven 1 ▪ Paraskevi Topali 1 NOLAI 0 1 National Education Lab AI 1 Program Committee 1 0 National Education Lab AI 1 Erika Schlatter , NOLAI 2025 ▪ Sameh Metwaly Itec imec research group at KU Leuven