AI Token 正以快约 10 倍的速度走相同成本阶梯,关键节点是人类不再成为约束。对话式 AI 受人类阅读速度与用户规模限制,而推理与智能体可使消费者不再是人,Agentic AI 或彻底移除人类上限,仅剩快速改善的成本与效用。铝业也曾依赖工艺突破才将廉价金属变为结构材料。
基础设施层,Alcoa 曾凭工艺、自有矿石与电力垄断数十年;Nvidia 拥有 CUDA 等工艺积累,产能更像租用,且自身缺乏电力,大客户已直接锁定核电并自研芯片。最终价值会层层转移至发现旧价格下不可能存在的新用途的一方,价格崩塌、技术奏效与资金迁移并非对立,而是同一结果。
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