AI RESEARCH
LLM-Based Intelligent Notification Composition: From Static Personalization to Context-Aware Persuasive Messaging
arXiv CS.CL
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ArXi:2605.16264v1 Announce Type: cross Push notifications remain among the most direct channels through which digital platforms engage users, yet existing approaches have invested heavily in who to notify, when to notify, and what to recommend, while leaving how to communicate as the least-optimized stage. This paper argues that message quality is an independent, underinvested lever, and that LLMs create their most differentiated value precisely at this layer. We make three contributions.