CALMem : Application-Layer Dual Memory for Conversational AI

Rajendra Narayan Jena, Rajan Padmanabhan, Sankar Arumugam

Large language models (LLMs) operate within fixed context windows that fundamentally limit conversational continuity. When context fills, compaction discards history irreversibly;…