Perspective 08 · Capability & opportunity · Core 1.0 Core 1.0 snapshot

Intergenerational inequality

How do we stop productive-capital ownership from becoming a new inequality?

Working outlineQuestions before conclusionsNot part of CoreFrozen snapshot
Core releaseCore 1.0
Perspective stateFrozen release snapshot
Published19 August 2026
Starting question

Starting question

Early adopters with money, strong employers or high-value professions may compound + capability faster than workers with fewer resources.

Possible connection

Possible connection

Portable worker ownership could broaden capital ownership, but only if access to models, education, verification and opportunity is sufficiently universal.

Tension to explore

Tension to explore

A system designed to democratize productive capital could instead create an augmentation aristocracy if compounding starts too unevenly.

Evidence needed

Evidence needed

Track access costs, learning rates, employer support and Time+ outcomes by age, income, occupation and education level.

Next pass

What should we add here?

ArgumentWhat is the strongest case that Human Capital .+ changes this topic?
CounterargumentWhat would a serious critic say we are overlooking?
Institutional consequenceWhich law, contract, organization or public system would have to change?
MeasurementWhat real-world evidence would make this perspective more than speculation?