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Arvind Narayanan

Facts

Noted
argued that AI should be viewed as 'normal technology' like electricity, which takes decades to diffuse · 2026-07-14
Noted
warned that the idea that productivity gains from AI will lead to mass unemployment contradicts economic data, citing the Jevons paradox · 2026-07-14
Noted
argued that job roles will slowly transform, requiring organizational adaptation over many years · 2026-07-14
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provided a framework that counters the narrative of rapid AI job replacement, grounding discussion in historical technology adoption patterns · 2026-07-14

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AI as 'Normal Technology' Means Job Changes Will Take Decades

Princeton professor Arvind Narayanan, in a keynote at ICML 2026, argued that AI should be viewed as 'normal technology' like electricity, which takes decades to diffuse. He warned that the idea that productivity gains from AI will lead to mass unemployment contradicts economic data, citing the Jevons paradox. Instead, job roles will slowly transform, requiring organizational adaptation over many years.