This InfoBrief explores the integration of Artificial Intelligence (AI) in continuing education and training (CE/T), offering a detailed analysis from historical developments to future implications. It examines AI's various forms and functionalities, emphasizing their potential to enhance learner engagement and effectiveness in adult education. The paper also addresses critical concerns such as privacy, intellectual property, and ethical challenges, underscoring the importance of responsible AI usage. Finally, it provides strategic recommendations for educators and institutions in adopting AI, ensuring its safe and equitable application in CE/T contexts.