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Publication

Can AI Finance Itself?

Who pays for the infrastructure boom, and who loses if capital runs out?

Date
18 August 2026
Status
Draft for discussion
Relationship to the Council
Prepared to inform the Council’s programme, and not adopted as a Council position.
Publications
7 indicators read together on one instrument, with 2 companions counted separately. 01 02 03 04 05 06 07

Findings

What the paper finds

~$264bn
installed-base annual surplus by 2030
SCENARIO
$0.85–1.45tn
fresh capital needed every year
SCENARIO
2027–30
base-case lab self-funding windows
SCENARIO
7 + 2
dashboard numbers that make it falsifiable

Argument

The question is changing

The central financial question in artificial intelligence is changing.

It used to be: is AI a bubble?

Can AI finance itself, and if capital runs out, who pays?

AI can succeed technologically while the capital structures financing it fail financially.

The problem is the next dollar.

AI can succeed technologically while the capital structures financing it fail financially.

Dashboard

Seven numbers that make it falsifiable

Seven indicators, with two system-level companions counted separately rather than folded into the same seven.

  1. 01 Funded AI Credit
  2. 02 Systemic-Stress UACE
  3. 03 Frontier Lab Cash Coverage
  4. 04 Ultimate Obligor Concentration
  5. 05 Guarantee Concentration Ratio
  6. 06 Refinancing Coverage Ratio
  7. 07 Circular Financing Ratio

System-level companions

  • Installed-Base Cash Surplus
  • Growth Funding Gap