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Wachter: AI hyperscalers need 2.7x productivity boost to justify $1.1T spend

Wachter publishes analysis of AI infrastructure spending sustainability

1 Sep 15 · 12d ago · 1 article · 2 posts · 2 sources · development 1 of 3

Jessica Wachter, a Wharton finance professor and former SEC chief economist, released research assessing the profitability threshold needed for hyperscalers' data center investments. Her analysis found that AI companies must increase productivity by a factor of 2.7 to break even by 2030, accounting for cost of capital and depreciation.

Wachter publishes analysis of AI infrastructure spending sustainability
technologyreview.com

“The AI companies will need to increase their own productivity by a factor of 2.7 to break even by 2030, accounting for the cost of capital and a 15% return, and depreciation of the assets.”

Jessica Wachter

Jessica Wachter Wharton finance professor; former SEC chief economistGary GenslerGary Gensler Former SEC chairman; MIT Sloan professorAlphabet AI hyperscalerMicrosoft AI hyperscalerAmazon AI hyperscaler

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Peak 4 pieces in 3h at Sep 15, 5 AM; 8 pieces over 13 days (3 articles · 4 posts · 1 comment) Sep 15, 5 AM — 4 pieces · 2 articles · 2 posts — Mastodon 2, Newswires 1, Hacker News 1Sep 15, 8 AM — 1 piece · 1 post — Reddit 1Sep 15, 11 AM — quietSep 15, 2 PM — quietSep 15, 5 PM — quietSep 15, 8 PM — quietSep 15, 11 PM — quietSep 16, 2 AM — quietSep 16, 5 AM — quietSep 16, 8 AM — quietSep 16, 11 AM — 1 piece · 1 article — Google News 1Sep 16, 2 PM — quietSep 16, 5 PM — quietSep 16, 8 PM — quietSep 16, 11 PM — 1 piece · 1 post — Reddit 1Sep 17, 2 AM — quietSep 17, 5 AM — 1 piece · 1 comment — Reddit 1Sep 17, 8 AM — quietSep 17, 11 AM — quietSep 17, 2 PM — quietSep 17, 5 PM — quietSep 17, 8 PM — quietSep 17, 11 PM — quietSep 18, 2 AM — quietSep 18, 5 AM — quietSep 18, 8 AM — quietSep 18, 11 AM — quietSep 18, 2 PM — quietSep 18, 5 PM — quietSep 18, 8 PM — quietSep 18, 11 PM — quietSep 19, 2 AM — quietSep 19, 5 AM — quietSep 19, 8 AM — quietSep 19, 11 AM — quietSep 19, 2 PM — quietSep 19, 5 PM — quietSep 19, 8 PM — quietSep 19, 11 PM — quietSep 20, 2 AM — quietSep 20, 5 AM — quietSep 20, 8 AM — quietSep 20, 11 AM — quietSep 20, 2 PM — quietSep 20, 5 PM — quietSep 20, 8 PM — quietSep 20, 11 PM — quietSep 21, 2 AM — quietSep 21, 5 AM — quietSep 21, 8 AM — quietSep 21, 11 AM — quietSep 21, 2 PM — quietSep 21, 5 PM — quietSep 21, 8 PM — quietSep 21, 11 PM — quietSep 22, 2 AM — quietSep 22, 5 AM — quietSep 22, 8 AM — quietSep 22, 11 AM — quietSep 22, 2 PM — quietSep 22, 5 PM — quietSep 22, 8 PM — quietSep 22, 11 PM — quietSep 23, 2 AM — quietSep 23, 5 AM — quietSep 23, 8 AM — quietSep 23, 11 AM — quietSep 23, 2 PM — quietSep 23, 5 PM — quietSep 23, 8 PM — quietSep 23, 11 PM — quietSep 24, 2 AM — quietSep 24, 5 AM — quietSep 24, 8 AM — quietSep 24, 11 AM — quietSep 24, 2 PM — quietSep 24, 5 PM — quietSep 24, 8 PM — quietSep 24, 11 PM — quietSep 25, 2 AM — quietSep 25, 5 AM — quietSep 25, 8 AM — quietSep 25, 11 AM — quietSep 25, 2 PM — quietSep 25, 5 PM — quietSep 25, 8 PM — quietSep 25, 11 PM — quietSep 26, 2 AM — quietSep 26, 5 AM — quietSep 26, 8 AM — quietSep 26, 11 AM — quietSep 26, 2 PM — quietSep 26, 5 PM — quietSep 26, 8 PM — quietSep 26, 11 PM — quietYesterday, 2 AM — quietYesterday, 5 AM — quietYesterday, 8 AM — quietYesterday, 11 AM — quietYesterday, 2 PM — quietYesterday, 5 PM — quietYesterday, 8 PM — quietYesterday, 11 PM — quiet 1–3
1–3Wachter publishes analysis of AI…
Sep 16Sep 17Sep 18Sep 19Sep 20Sep 21Sep 22Sep 23Sep 24Sep 25Sep 26now · 12:34 AM ET

Reported in the same hours no headline names this development itself — these 1 claim were published in its stretch

  1. 2 outlets What must happen for AI’s trillion-dollar gamble to pay off

    first by Mastodon, 12d ago · also MIT Tech Review

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