В России предупредили о скорой нехватке вагонов08:46
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2022年双十一大促，完美日记首次跌出天猫彩妆类目预售TOP10，此后几年，无论是618还是双十一大促，完美日记的排名持续下滑，逐渐淡出主流彩妆第一梯队。曾经的爆款逻辑失效，新品难以出圈，老款产品依靠低价清库存，品牌力不断被稀释。
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And it needs deep extensibility. Users and AI must be able to write extensions that access the system’s internals, building custom tools, automation, and domain-specific reasoning engines. This is already happening: AI agents build their own proof strategies on top of the platform. The platform adapts to its users, not the other way around.