2nd Order Thinkers

2nd Order Thinkers

I Read All 4 NVIDIA AI Reports. The Numbers Contradict Themselves.

88% say AI increases revenue. A third of them admit they can't prove it.

Jing Hu
Mar 29, 2026
∙ Paid

NVIDIA surveyed 3,200 people about AI and published the results across four industry reports.

The headline: 88% of respondents said AI helps increase annual revenue.

That number is technically in the data.

But so is this: a third of the same respondents say they can't clearly measure AI's ROI. They're reporting revenue gains that they admit they can't v…

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