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在生成式 AI 狂飙突进的第三年，科技行业陷入了一种奇特的撕裂：一边是模型能力日新月异带来的兴奋，另一边却是铺天盖地的恐慌叙事——AI 要抢走一半的工作、要耗尽整个城市的电与水、甚至被比作新的核武器。
可如果仔细追问这些恐惧的来源，会发现一个反直觉的事实：最卖力渲染威胁的，往往不是置身事外的评论家，而是那些投入了数百亿美元、最不希望开源模型免费出现的头部 AI 公司。恐惧，在商业世界里自有它的买家，也有它的用途。
本文整理自硅谷播客《Silicon Valley Girl》对话吴恩达（Andrew Ng）的最新长篇访谈。主持人玛琳娜·莫吉尔科（Marina Mogilko）是深耕科技与创投领域的资深创作者，这场 37 分钟的对谈聚焦一个核心命题：AI 的恐惧被夸大了，真正的机会藏在大多数人没看的地方。
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嘉宾吴恩达是人工智能领域的奠基性人物：他一手创办了 Coursera，主导创立了 Google Brain，并自 2012 年起在斯坦福讲授机器学习课程，迄今已有数百万学习者修读过他的课。而就在上月，Coursera 刚宣布向他新创立的 AI 教育公司 LearnVector 注资 1 亿美元。
正因为站在 AI 行业最核心的位置，吴恩达这次却给出了几乎全盘「反叙事」的判断：恐惧是被卖出来的，工作不会整份消失，而 AI 对「学习」这件事其实糟糕透顶。真正的机会，从来不在你害怕看到的头条里。以下为精选对话实录。
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