A longitudinal health agent framework

ArXi:2604.12019v1 Announce Type: new Although artificial intelligence (AI) agents are increasingly proposed to potentially longitudinal health tasks, such as symptom management, behavior change, and patient, most current implementations fall short of facilitating user intent and fostering accountability. This contrasts with prior work on ing longitudinal needs, where follow-up, coherent reasoning, and sustained alignment with individuals' goals are critical for both effectiveness and safety.