AI shows zero financial payoff outside tech sector, report says
Marc Rowan argues that despite massive AI investments and hype, corporate America outside the Mag 7 has seen no financial benefit. Revenue per worker and profit margins are rising for the Mag 7 but remain flat for the broader S&P 493, and productivity growth shows no AI‑related boost.
Key points
- Revenue per worker rises for the Mag 7 but is flat for the S&P 493.
- Profit margins are rising for the Mag 7 but remain flat for the S&P 493.
- Mainstream corporate America sees AI token spending as a cost, not a growth source.
The article notes that mainstream firms now view token spending as a cost center rather than a growth driver, while VC‑backed companies continue to increase token expenditures. It warns that even as AI models become commoditized, the broader economy may struggle to translate cheap intelligence into higher revenue or margins because business judgment relies on context, accountability, culture and ethical considerations that AI does not grasp.
Rowan concludes that the AI story will be decided in the S&P 493, not the Mag 7, and so far there is no evidence of improved revenue growth or margins outside the tech sector.
Model page: Apollo →
No Signs of AI Payoff Outside the Tech Sector
apollo.com · 24 October 2026
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1source- Hacker News discussion · 106 pointsnews.ycombinator.com
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