Perspectives

Follow the idea beyond the Core.

Living arguments on the wider implications of Human Capital .+.

Living argumentsNot FAQNot CoreFrozen with each Core release

Core defines the model. Perspectives tests its consequences. A Perspective does not need to answer a common reader question or reach a conclusion. It needs a proposition worth thinking through.

These pages are living. They can become stronger, weaker, more complicated, or be abandoned. When a new Core is published, the then-current Perspective set is frozen beside it as historical context.

Current lines of thought

Arguments we want to keep pushing.

The labels are loose navigation, not a permanent taxonomy.

Work · incomeDeveloped

Before Redistribution

Worker-owned augmentation and the case for UBI

If workers can retain a share of automation gains at the point they are created, some pressure for redistribution may be reduced — without making social safety nets obsolete.

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Work · timeWorking

Beyond the Four-Day Week

Shorter work as a productivity curve, not one fixed schedule

Time+ suggests a different route to shorter work: working time could fall progressively as verified personal augmentation takes on more of the productive burden.

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Lifetime · retirementWorking

Retirement Without the Cliff

When productive capability gradually replaces required human hours

A mature + could make retirement less like a sudden exit and more like a long transfer from required human work toward optional participation.

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Institutions · economicsWorking

When Labor Becomes Capital

Taxation when a worker owns productive augmentation

Worker-owned augmentation blurs familiar boundaries between labor income, tools, business assets and capital-supported income.

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Institutions · rightsWorking

Collective Rights in an Individual-Augmentation Economy

Why personal ownership may still need collective bargaining

If Time+ is negotiated only person by person, bargaining power may overwhelm ownership. Collective rules could make individual augmentation genuinely protective.

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Ownership · rightsDeveloped

Who Owns What the AI Learns?

Carry the learning, not the library.

The + should carry derived professional capability without becoming a portable copy of protected employer information, and it should keep enforcing that boundary when future employers interrogate it. Portability is both an abstraction problem and an access-control problem.

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Capability · learningWorking

Learning Alongside Your +

Education when professional augmentation can accumulate for decades

If a + can compound across a career, education may need to teach not only knowledge but how to build augmentation without surrendering independent competence.

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Opportunity · inequalityWorking

The Augmentation Divide

How worker-owned AI could reduce inequality — or compound it

Personal productive capital sounds democratizing only if people can actually access the models, education, compute and opportunities needed to build it.

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