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External insight · World Economic Forum · 7 January 2025
FUURAA AI Civilization Knowledge Hub
Human Life, Work & Society
How AI changes work, learning, inclusion, public services, culture and the long-term human future.
4 current briefings
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External insight · International Labour Organization · 20 May 2025
AI Is More Likely to Transform Work Than Simply Replace It
The ILO’s refined global index finds broad potential exposure to generative AI while stressing that task and job transformation is more likely than simple replacement.Read the briefing →Latest in this field
Evidence, context and forward implications.
Every briefing links to its original source and separates external findings from FUURAA editorial interpretation.
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Conceptual visualResearch Summary
Research summary · The Quarterly Journal of Economics · 4 February 2025
Real-World Evidence Shows AI Can Spread Expertise—Unevenly
A large field study of customer-support work found an average productivity increase from generative AI assistance, with larger gains for less experienced workers and more limited benefits for top performers.Read insight →
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Research summary · UNDP · 6 May 2025
The Measure of AI Progress Is Whether It Expands Human Possibility
UNDP’s Human Development Report 2025 argues that AI outcomes are shaped by social choices and institutions—not technical capability alone—and places human agency at the centre of the AI era.Read insight →Source network