AI & employment
Volume IV
What changes when AI takes over tasks?
The Last Human Workforce: Task Bundles, Automation, and Transition Design
A job can keep its title while its daily tasks change. What should workers and employers measure?
Independent research and analysis of the institutions, economics, and technologies shaping our future.
Follow sources you can check, compare explanations, and see where the evidence ends.
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From the research desk
AI & employment
Volume IV
The Last Human Workforce: Task Bundles, Automation, and Transition Design
A job can keep its title while its daily tasks change. What should workers and employers measure?
Labour & ownership
Volume IV
Factories Return but Do the Jobs
A new plant can raise domestic output. How much durable work and income does it create?
Institutions & accountability
Volume II
Democracy’s Achilles’ Heel
Voting is one part of democratic power. What happens when a decision needs to be challenged?
Science & infrastructure
Volume III
The Server as a Furnace
Computing creates heat. Whether a neighbour can use it depends on the design and the demand.
Research themes
Listen & watch
Four audio essays on power, memory, work, and capability.
The four-volume project
Choose a volume to enter the research. The volumes remain in development.