The objective function is tokens, not kilowatt-hours.目标函数是 token，不是千瓦时。
Energy management systems minimize energy cost. That is the wrong objective for an AI factory, because the site does not exist to consume less power — it exists to produce output, and power is the input that constrains it.能源管理系统的目标是最小化能源成本。对一座 AI 工厂而言这是错的目标函数，因为这个站点存在的目的不是少用电——它存在的目的是产出，而电力是约束产出的输入。
CPCO optimizes tokens per dollar of power. An energy-cost objective gets several of these backwards.CPCO 优化的是单位电力成本的 token 产出。「能源成本」目标会把其中若干决策做反。
The plant frees capacity in a low-price window工厂在低电价窗口让出容量
The correct move is to burst compute, not to bank the savings.正确动作是冲峰算力，而不是把节省下来的钱存起来。
Prices spike电价飙升
Shift deferrable inference and training checkpoints, and draw the difference from the battery and the plant — in whichever order is cheaper that hour.转移可延迟的推理与训练检查点，并从电池与工厂补上差额——按当小时哪个更便宜决定顺序。
A grid event arrives电网事件到来
The response is allocated across three bodies by marginal cost of movement, not by a fixed curtailment order.响应量按移动的边际成本在三个主体之间分配，而不是按固定的削减顺序。
Every dispatch decision is logged, settled, and fed back into the underwriting model that priced the site in the first place.每一次调度决策都被记录、结算，并回流到当初为这个站点定价的承销模型中。
A site that produces more tokens per megawatt leases higher.每兆瓦产出更多 token 的站点，租金更高。
You are not the one generating tokens — your tenant is. But token economics is what your tenant underwrites their lease against, and a site where compute can burst into freed industrial capacity is worth more per megawatt than one where it cannot.产出 token 的不是你，是你的租户。但 token 经济性正是你的租户用来支撑租约定价的东西，而一个算力能够冲进被释放的工业容量的站点，单位兆瓦价值高于做不到这一点的站点。
CPCO is not an operating expense you take on after the build. It is an attribute of the asset you are selling.CPCO 不是建成之后才承担的运营开支。它是你所出售资产的一项属性。
Already running? CPCO can start today.已经在运行？CPCO 今天就能开始。
If your interconnection is settled and the site is built, the storage and dispatch layer stands alone — sized, run, and settled against your compute schedule.如果你的接入已经落定、站点已经建成，储能与调度层可以单独使用——对着你的算力排程做定容、运行与结算。