Software Will Replace 19% of USA GDP | A Wake-Up Call

28 Jan 2026 · 1 min
1:05

Muhammad Umar argues that AI tools like 11labs and Remotion will automate knowledge work that makes up 20% of U.S. GDP. Software currently represents 1% of GDP, but Umar predicts it will capture an additional 19% as automation spreads across white-collar jobs, displacing millions of workers.

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