Each technological revolution diffuses faster than the last

Each major technological transition—railroads, the internet, replaceable parts, industrialization, the cloud—has gotten faster in the time from discovery to economy-wide pervasiveness, and AI's three-year ramp to hyperscalers spending $500 billion of capex next year is unmatched in speed relative to prior revolutions.