3. The Adoption Monitor — AI adoption by consumers, workers and firms across multiple datasets. 4/6
ECONOMY
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The Takeoff Tracker: macro indicators for early warning of AI-driven economic take-off
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2. The Takeoff Tracker — macroeconomic indicators to give us an early warning of when and where better AI capabilities lead to an economic take-off. 3/6
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Stanford launches AI Economic Indicators platform tracking AI’s impact on economy
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Today, the Stanford @DigEconLab launches the AI Economic Indicators, a new platform for tracking how AI is reshaping work, productivity, adoption, and the economy. 1/6
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Risks of rushing toward super-AI: generation, jobs, democracy
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@dr_l_alexandre wants to rush toward super-AI. Me, I have time and that's why I measure the risk. 25 years: I have time to see what the rush hides: a precarious generation, liquidated jobs, and a democracy that hasn't digested the rupture. Who decides
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AI bubble vs Internet comparison: a total misunderstanding
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To say, in June 2026, that the AI bubble will end like the Internet bubble is to understand nothing, but absolutely NOTHING AT ALL, about what we are experiencing. It is completely off the mark.
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AI creates a class of degree-holding losers
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AI creates a new class: degree-holding losers. Turchin in Le Figaro: the market was already saturated with higher education graduates before AI. It now halves their job prospects. Educated, ambitious young people with no place at the top. The overproduction of elites is
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AI creates a new class of educated losers
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AI creates a new class: educated losers. Turchin in Le Figaro: the market was already saturated with higher education graduates before AI. It now halves their job prospects. Educated, ambitious young people with no place at the top. The overproduction of elites is
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IndiaAI Initiative Supports AI Ideas to Real-World Impact
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Turning AI ideas into real-world impact. The IndiaAI Application Development Initiative supports the journey from innovation to implementation by enabling the development, testing, and deployment of AI solutions that address national priorities and sectoral challenges. By
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The extreme concentration of AI compared to the industrial revolution
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Did we see companies go from 0 to a global top 10 and challenge the US Department of War in 4 years during the Industrial Revolution? It seems that AI has unique characteristics that make it much more prone to extreme concentration than
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Concentration of power, capabilities, wealth in AI: open source needed
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The concentration of power, capabilities, and economic wealth is the greatest risk in AI. We need open science and open source more than ever!