指的是具有物理载体的智能体（比如人形机器人），与“离身智能”（比如DeepSeek）相对。具身智能进入了2025年政府工作报告，与生物制造、量子科技、6G一起被列为需要重点培育的未来产业。具身智能的走红，标志着人工智能的发展进入了一个新阶段，也让人们对AI融入现实生活的未来，有了更真切的想象。
Standard forward pass. The model's forward() method must be a standard tensor-in, logits-out computation. No problem-specific control flow (for-loops over digits, explicit carry variables, string manipulation) inside forward(). The autoregressive generation loop lives outside the model, exactly as it would for any language model.
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