CogniFold: Always-On Proactive Memory via Cognitive Folding 事件

CogniFold: Always-On Proactive Memory via Cognitive Folding arXiv:2605.13438v2 Announce Type: replace-cross Abstract: Existing agent memory remains predominantly reactive and retrieval-based, lacking the capacity to autonomously organize experience into persistent cognitive structure. Toward genuinely autonomous agents, we introduce CogniFold, a brain-inspired "always-on" agent memory designed for the next generation of proactive assistants. CogniFold continuously folds fragmented event streams