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任何从投机驱动向消费驱动的转型都必然经历阶段：投资型买家已离场，而消费型买家尚未完全接棒。这个断层期长短取决于新IP孵化速度与消费型买家忠诚度能否转化为持续复购。
，这一点在todesk中也有详细论述
"I felt a lot of grief in that moment, because writing music is what I love to do, and…and it feels like something I was supposed to do with my life," they said. "And I had just not been doing it as much as I could have."，这一点在扣子下载中也有详细论述
随后在加州大学伯克利分校取得博士学位，专注量子信息与量子引力研究。