Societal Impact Analysis

Analyse societal-level impact of AI - the impacts that go beyond the immediate users. Learn second-order effects (labour displacement, attention allocation, information environment), distributional impacts (who benefits, who bears costs), externalities (energy consumption, mineral supply chains, content moderation labour), the precautionary principle versus the proactionary principle, and how to feed this analysis into product decisions without becoming a permanent veto.