A Heterogeneous Temporal Memory Governance Framework for Long-Term LLM Persona Consistency

Zhao Yang, Wang Huan, Li Yingshuo +2

Large language models often suffer from fact loss, timeline confusion, persona drift, and reduced stability during long-range interaction, especially under high-noise knowledge bas…