The model must be autoregressive. It receives a token sequence as input and predicts the next token. Output digits are generated one at a time, with each new token fed back as input for predicting the next. The carry propagation must emerge from this autoregressive process — not from explicit state variables passed between steps in Python.
但更深层的逻辑在于，他押注的或许并不仅是制造端升级，而是中国消费结构的再升级，押注一批中产家庭开始把“海上休闲”纳入生活方式版图。一旦生活方式被激活，产业才有规模；一旦规模形成，制造端的优势自然水到渠成。
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