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在人工智能的蛮荒时代，我们习惯于将大模型视为一个黑箱。我们往里面投入语料、算力和电力，然后期待它吐出智能。然而，随着OpenAI从非营利实验室蜕变为估值数万亿美元的科技巨兽，其内部运转的逻辑早已超越了简单的“训练-推理”模型。如今，驱动这个庞然大物的，是一种更为隐秘、更为暴烈的力量——Token的重新分配。 Token，这个在自然语言处理中微不足道的计量单位，此刻正扮演着“数字石油”的角色。谁掌握 ...

这项由上海人工智能实验室、厦门大学、中国科学院物理研究所、北京凝聚态物理国家实验室、凝聚态物理数据中心、伦敦大学学院及武汉大学等多家机构联合完成的研究，以预印本形式发布于2026年6月，论文编号为arXiv:2606.18648。有兴趣深入了解的读者可通过该编号查阅完整论文。