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AI economics

How AI shifts the distribution of economic output — who gains, who loses, and what policies can respond.

In a nutshell

AI economics studies what happens to wages, employment, and firm profits when machines can do more cognitive work. The central tension: productivity gains from automation tend to concentrate at the top (capital owners, high-skill workers) while displacing routine and some non-routine jobs. Labor's share of output can fall even as total output rises. The hard part is measurement — displacement and creation happen at different speeds, in different sectors, and the counterfactual is unobservable. Policy proposals (robot taxes, universal basic income, wage subsidies) are attempts to redistribute gains before the distribution hardens.

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