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Price is fundamentally a supply-demand regulator, yet LLMs are stuck in a peculiar position—supply is locked by chip controls, while demand is pulled into completely different shapes by three types of users. The Coding Plan model, which once seemed self-evident, is now being repeatedly challenged.