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Long-context LLM rankings dramatically reshuffle when evaluated across a range of context lengths and capabilities, proving that a single headline score is misleading.
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.
Forget brittle orchestration layers – LLMs can internalize complex reasoning as a learnable "HeavySkill" that rivals external agentic frameworks.
