DRAFT / IN DEVELOPMENT
Tokenisation is not ownership Start with the rights a token represents, not the technology used to record it.
MEDIA / ORIGINAL PUBLISHERS
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The impact of generative AI on jobs in Latin America Pawel Gmyrek · Hernan Winkler · ILO — Future of Work podcast · 2025-01-27 · 18:35
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An ILO researcher and World Bank economist discuss employment exposure and the digital divide. A regional perspective, not a forecast for all workers.
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Follow the connected research branch ↗ SOURCE MEDIA / YouTube ← Back to research
Carl Benedikt Frey on AI and Growth Carl Benedikt Frey · IMF Podcasts · 2025-09-04
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An economic historian examines automation, innovation and growth. Expert interpretation to compare with the evidence, not an institutional prediction.
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Follow the connected research branch ↗ SOURCE MEDIA / Spotify ← Back to research
How AI, robots and other cutting-edge technologies can keep workers safe and sound Manal Azzi · ILO — Future of Work podcast · 2025-04-24 · 16:12
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An occupational-safety specialist considers how robotics can protect workers, alongside risks from human–machine interaction and monitoring.
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Follow the connected research branch ↗ This is an outline for an investigation, not a completed research paper. Evidence, source review and a full argument will be developed before publication.
Why this question matters Greater productive capacity does not, by itself, explain how income, security or decision-making power are distributed. This Dispatch asks how the ownership of productive assets could shape that relationship.
Follow the evidence The connected research separates occupational exposure from job loss, and access to assets from meaningful control.
From labour to ownership — Research Thread 01 ↗ Key evidence / source context One in four workers globally is in an occupation with some generative-AI exposure. Exposure measures potential task transformation, not predicted job losses or a finding about the distribution of ownership.
International Labour Organization · 2025-05-20 ↗ Questions still open If most workers have pensions, are they already capital owners without thinking of themselves that way? If AI increases company productivity, who captures the gain? Can ownership realistically supplement declining labour income at scale? Research status In development · source review and argument-building.
Relevant Signals and sources Explore the connected research themes ↗ ← All Dispatches
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16:12