{"type": "article", "title": "MACTS-EM: Multi-Agent Collaborative Time Series Forecasting with Emergent Memory", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/macts-em-multi-agent-collaborative-time-series-forecasting-with-emergent-memory", "original_source": "https://arxiv.org/abs/2610.02255", "published": "2026-10-05T04:00:00+00:00", "accessed": "2026-10-05", "id": "macts-em-multi-agent-collaborative-time-series-forecasting-with-emergent-memory"}