This scoping review examines the growing intersection between lifelong learning (LLL) and artificial intelligence (AI), focusing on whether the promises of assistance, personalization, and automation are aligned with the broader educational, social, and equity-oriented aims of LLL. The review addresses a central concern: although AI is increasingly promoted as a transformative resource for lifelong education, its deployment may not always correspond to the paradigms, geographical contexts, and vulnerability profiles emphasised in LLL literature.