AI Exposure — Theory vs Reality
From: The Measurability Trap
Cross-referencing Karpathy's AI exposure treemap with Anthropic's observed coverage data, Stanford's entry-level impact research, and the measurability thesis. Four interactive views of the gap between what AI could disrupt and what it actually is.
An interactive infographic comparing theoretical AI feasibility with observed real-world coverage across occupation categories. Data from Anthropic, Karpathy, Stanford/MIT, Goldman Sachs, WEF, and PwC.
Explore four views: the massive gap between capability and adoption, the demographic profile of exposed workers, the entry-level hiring crisis, and five paradoxes that define the current AI labor moment.