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

arXiv:2604.27840 · cs.LG, cs.AI · Submitted 2026-04-30 · Read on arXiv

cs.LG, cs.AI

Submitted: 2026-04-30

Updated: 2026-10-16

Terminology

• Time Series Forecasting — 3× in this paper · explained in 4 episodes
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 8 episodes
• RLVR — 1× in this paper · explained in 2 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Supervised Fine-Tuning (SFT) — 1× in this paper · explained in 8 episodes
• Verifiable Rewards — 1× in this paper · explained in 2 episodes

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