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这本质上是在提醒我们一件事：AI 正在从「辅助回答问题」，走向「直接进入工作流」。当 AI 开始能够调用工具、跨应用执行任务、甚至在后台持续运转，我们原有的工作组织方式，本身就已经在发生变化。
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转折源自前领导俞永福。这位原阿里大文娱、本地生活的掌舵者建议他把目光投向To B营销。“在俞永福的建议下”这个表述，在后来多家媒体的报道中被反复提及。
2. Personalize Personalize is an AI-powered technology that helps you identify and produce highly targeted sales and marketing campaigns by tracking the products and services your contacts are most interested in at any given time. The platform uses an algorithm to identify each contact’s top three interests, which are updated in real-time based on recent site activity.