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AI laboratories typically regard computing power as the core leverage for product expansion. In contrast, the development path of the stablecoin ecosystem so far warrants reflection—mostly stacking algorithm innovations rather than genuine financial investment. The evolution of stablecoins we observe is essentially still at the stage of technological iteration, lacking the construction of real economic infrastructure that supports system value. In other words, product expansion and value release have not been matched with corresponding economic cost investments and actual operational support. This mismatch may be the key challenge that the stablecoin ecosystem needs to overcome in the next stage.