Leopold 的愚蠢:一个年轻人如何象征一个时代

Gary Marcus:The Road to AI We Can Trust(RSS)·2026-08-21 01:16·8小时前·Gary Marcus
AI 导读

作者以“空头支票”式骗局为类比,指出生成式 AI 行业存在类似循环融资的投机成分,如以 OpenAI 股份为抵押贷款再购入更多股份。文章认为这些债务能否偿付高度不确定,可能最终带来数万亿美元利润,也可能落空,并呼吁需要不同的分析框架。

Gary Marcus:The Road to AI We Can Trust(RSS)
49AI 编辑部评分,满分 100

Leopold 的愚蠢:一个年轻人如何象征一个时代

2026-08-21 01:16· 8小时前· Gary Marcus
AI 导读

作者以“空头支票”式骗局为类比,指出生成式 AI 行业存在类似循环融资的投机成分,如以 OpenAI 股份为抵押贷款再购入更多股份。文章认为这些债务能否偿付高度不确定,可能最终带来数万亿美元利润,也可能落空,并呼吁需要不同的分析框架。

How what one young man did might come to symbolize an entire era

∙ Paid

Before I get to what I am going to call Leopold’s Folly, let’s talk about check-kiting, a classic scam that has been on my mind. Wikipedia has a nice summary.

Image 2

I am not saying that the generative AI industry is literally check-kiting. If Masa wants to take out loans on his OpenAI shares in order to buy more OpenAI shares, he’s entitled to do that. And I don’t think it’s blatant fraud the way that check-kiting is, where people know from the outset that the promises to pay will never bear out.

But we certainly see circular elements that are reminiscent of check-kiting:

Image 3

And it’s not clear that all the debts that are being issued can actually be paid off. They are all extraordinarily speculative. Maybe there will be trillions of dollars in profits at the end of the rainbow, but maybe not.

Still, we need a different analysis.

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来源:Gary Marcus:The Road to AI We Can Trust(RSS)· garymarcus.substack.com