AI / political economy
Do not merge the AI ledgers
The bill, the asset and the dividend can land in different hands.
AU / The visual argumentThree accounts
Three separate accountsThe same revolution can pay different people.
Investment, ownership and user gains are not one ledger.
Bill$285.88bn
US private AI investment in 2025.
Asset70.7%
Top five hyperscalers share of H100-equivalent compute, Q4 2025.
Use$2.7tn
IMF labor-cost-equivalent scale of time saved.
These are different measures. The test is who keeps net cash, who improves productive output and who receives surplus.
Look closer ↓Readau / AU Review
The article separates financial return, producer value and consumer surplus. Private AI investment, compute ownership and labor-cost-equivalent time saved are related signals, not one shared profit pool.
The figures come from different sources, units and accounting concepts. None proves who will capture net cash returns from 2027-2030 AI infrastructure.
Source and status. AU evidence companion, 12 October 2026. Public anchors include Stanford AI Index, IEA, Epoch AI, IFR and IMF working papers. Visual version 1, 12 October 2026.