INS and diabetes mellitus: Additionally, a recently published study in JAMA revealed promising findings concerning the use of smart speakers in diabetes management, as it found that a voice-based conversational AI application was associated with improvement in time to optimal insulin dose and insulin adherence, although it included only 32 subjects [7].