Opinion piece on regulating Artificial Intelligence (AI) and Machine Learning (ML) in software as a medical device (SaMD): advocates stronger technology literacy, clear evidence standards across the full product lifecycle, and continuous engagement of end-users to demonstrate safety and effectiveness—shifting SaMD oversight to be technology-enabled, evidence-driven, and patient-centred.