{"type": "article", "title": "Can Agent Memory Systems Track Evolving State?", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/can-agent-memory-systems-track-evolving-state", "original_source": "https://arxiv.org/abs/2608.19652", "published": "2026-08-21T04:00:00+00:00", "accessed": "2026-08-21", "id": "can-agent-memory-systems-track-evolving-state"}