CastFlow: Bridging Evidence Acquisition and Accurate Prediction in Agentic Time Series Forecasting.

arXiv:2604.27840v3 Announce Type: replace-cross Abstract: Time series forecasting is a fundamental task in temporal data analytics, and large language model (LLM)-based agents offer a promising paradigm through autonomous tool interaction and evidence-grounded