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这不是阿里一家的问题。放眼中国的科技巨头，几乎所有 AI 领先的公司都面临同样的结构性矛盾。百度和腾讯的处境与阿里类似——商业模式建立在云服务和平台抽成之上，小模型的端侧化趋势直接削弱了它们的价值主张。。wps对此有专业解读
This measurement foundation transforms AIO from guesswork into a data-driven practice. Instead of optimizing blindly and hoping AI models notice, you track actual performance and refine your approach based on concrete results. The initial investment in building or subscribing to tracking tools pays dividends through improved optimization efficiency and clearer understanding of what tactics actually work for your specific content and audience.。关于这个话题，手游提供了深入分析
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By Charlie Wood