PolyBench: Benchmarking LLM Forecasting and Trading Capabilities...Predicting real-world events from live market signals demands systems that fuse qualitative news with quantitative order-book dynamics under strict temporal discipline -- a challenge existing...https://arxiv.org/abs/2604.14199