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The present study seeks to systematically review the studies focusing on teachers’ AI literacy. A total of 28 studies were identified from Google Scholar search. Among these studies, only 7 studies examined professional development programmes focusing on teachers’ AI literacy. The analysis of the PD programmes revealed that (1) USA led research in this area; (2) in-service and computer science teachers were the main target participants; (3) the PD content was mainly related to what is AI and how AI works; (4) various PD approaches have been adopted emphasizing collaboration, theory-practice alignment and learning by design; (5) PD outcomes focused on cognition and affective domains; and (6) the major instruments were questionnaires and interview. The implications are discussed.