千问的先发优势在于阿里自有的电商生态和支付闭环，但这个优势是否足够深，取决于它能否在补贴退坡后真正跑通"AI 替用户做决策"的完整闭环。如果其他 AI 应用找到了接入第三方电商的有效路径，千问的护城河就未必如想象中那么宽。
Фото: Gavriil Grigorov / Reuters
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