ProposedOn the path to acceptable
Broader ownership of the complementary stack
Public or cooperative compute, data trusts, and licensing that is not a monopoly rent.
No compiled flow or public database names this control yet.
Who should own it
Governments and public capital
Governments
How quickly it can land
Quarters
Cross-org work; expect most of a year.
Expedited implementation
6 months
180 calendar days with a crash team
Normal implementation
2 years
720 calendar days as a planned program
Risk this mitigates
15Given that the largest productivity gains are accruing to model owners and a thin layer of complementary labour, while entry-level work is already closing, there is a possibility of a durable split between people who own or steer the models and people who do not resulting in entrenched inequality, lost mobility, and a politics that treats AI as an occupying interest.
Residual composite 15 · still above the threshold
Effect if implemented
Applied to every failure scenario on that risk, then re-ranked. Axes are clamped at 1.
- Likelihood
- −1
- Consequence
- −1
- Urgency
- −0