AI Adoption: 2% Rate Delays 50% Uptake to 2032

AI adoption sits at 2% with mass uptake unlikely before 2032 per a16z data, while enterprise AI adoption drives the economics as consumers remain at just 3% payment rate. Historical US tech cycles from TV to internet show the shift from early adopters to early majority typically spans years once 2% penetration hits, yet AI industry impact faces hurdles in error-prone models and legacy operations that limit productivity gains needed to justify higher GDP shares at $20 per capita spend.