a16z基础设施团队的合伙人Jennifer Li在Big Ideas报告里说了一句让很多人印象深刻的话：企业AI现在最大的瓶颈，不是模型不够聪明，而是自己的数据太乱。她用了一个词——"数据熵"。每家公司都淹没在PDF、截图、邮件、操作日志里，80%的企业知识以非结构化的形式散落在各个角落，从来没有被系统整理过。你买了最好的模型，搭了最贵的系统，但喂进去的是一团乱麻，出来的自然是错误和幻觉。
Yep, that’s how I rediscovered my urge to build an AI text detector…
。电影对此有专业解读
Her venture started in late 2023, when she took the crossing guard job and began writing a monthly “cloud report,” which she posted on social media. The report included snippets of her day — like photos of a handwritten thank-you note from a child and snow falling on a store. Her followers were eager to see more, and would even reach out if she forgot to post for a month.，这一点在体育直播中也有详细论述
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