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Fusing AIS and CCTV data with a cross-modal transformer unlocks more accurate maritime vessel trajectory prediction, even when one data source is sparse or unavailable.
LLMs can now predict ship trajectories with state-of-the-art accuracy, thanks to a novel framework that combines dynamic prompting, rule-based rewards, and group relative policy optimization.