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Mariusz Mazurek

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Open access Jul 2026

AI winters as legitimacy crises. From the history of technological promises to governance models of generative AI

This article argues that the classical AI winters were primarily legitimacy crises, in which the system of justifications linking technical promise, funding, commercialization, and social acceptability collapsed, and proposes a hierarchical interaction model of four legitimacy gaps.

Mariusz Mazurek, Jacek Gurczyński · 0 citations

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