# Fifteen Percent AI Growth Can Still Produce White-Collar Unemployment by Emad Mostaque > "There’s not much cognitive labor left. What you’re going to see is a bifurcation in the economy. Anthropic’s economics department — all the big labs now have them — issued a paper last week where they showed that under their core scenario you could have GDP growth of 15% a year by 2030. [Anthropic projects a] 12% drop in cognitive labor workforce needed. But think about the impact of 12% unemployment in white-collar work. It’s nasty." > **— Emad Mostaque**, *Impact Theory with Tom Bilyeu, 2026* ## Sources and Context - **Recording or publication:** [Impact Theory at 35:54](https://www.youtube.com/watch?v=WsdcF7EEvhM&t=2154s) — The poster preserves the complete source object used in the research dossier; square brackets or ellipses, when present, are visible editorial repairs inherited from the reconciled source record. - **Reconciled source dossier:** [[research/AI Is Now So Good They Will Pay You to Quit|AI Is Now So Good They Will Pay You to Quit]] — preserves transcript order, speaker attribution, editorial conventions, and the surrounding argument from which this Reminder was promoted. ## Related Articles and Collections - **Collection:** [[collections/Machine Succession|Machine Succession]] - **Collection:** [[collections/Simple Reminders|Simple Reminders]] - **Article:** [[articles/Vertically Integrating an AI Superpower from AI Factory to Citizen|Vertically Integrating an AI Superpower]] - **Article:** [[articles/The Immediate AI Risk Is the Public|The Immediate AI Risk Is the Public]] ## Related Topics - [[wiki/Emad Mostaque|Emad Mostaque]] - [[wiki/AI Economic Bifurcation|AI Economic Bifurcation]] - [[wiki/Cognitive Labor|Cognitive Labor]] ## Share on Social Media ``` "There’s not much cognitive labor left. What you’re going to see is a bifurcation in the economy. Anthropic’s economics department — all the big labs now have them — issued a paper last week where they showed that under their core scenario you could have GDP growth of 15% a year by 2030. [Anthropic projects a] 12% drop in cognitive labor workforce needed. But think about the impact of 12% unemployment in white-collar work. It’s nasty." — Emad Mostaque, Impact Theory with Tom Bilyeu, 2026 https://bryantmcgill.com/simple-reminders-emad-mostaque-fifteen-percent-ai-growth-still-produce ```