基于宏观数据与微观调研，本报告识别出以下五个具备“高确定性、低初期投入、技术赋能”特征的方向：
第五十二条 在责任期间货物发生的灭失、损坏，或者迟延交付是由于下列原因之一造成的，承运人不承担赔偿责任：
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Self-attention is required. The model must contain at least one self-attention layer. This is the defining feature of a transformer — without it, you have an MLP or RNN, not a transformer.