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Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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The Self-Checkout Supervisor Thesis: AI Agents, Portfolio Employment, and the Future of Work

Authors: Holford, Peter;

The Self-Checkout Supervisor Thesis: AI Agents, Portfolio Employment, and the Future of Work

Abstract

Description: A working paper proposing that AI agents may enable portfolio employment models where individuals supervise and creatively curate AI-augmented roles across multiple employers simultaneously. Examines the structural conditions — particularly the collapse of the capital barrier between employer and individual — that distinguish this automation wave from predecessors. Includes critical evaluation of attainability, inequality risks, and the pipeline problem for early-career workers. Offers seven testable hypotheses.

Keywords

Fractional Employment, Future of Work, Creative Curation, Agent-amplified Labour, Human-in-the-Loop, Portfolio Employment, Portfolio Careers, Employment Economics, AI Agents, AI Job Displacement

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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