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Lieberman: Hourly billing perversely penalizes workers who use AI faster
“And also you're perversely incentivized because you leveraging AI in your work as you operating faster, but your incentive, just like a lawyer or just like any hour pay based knowledge worker is to rack up as many hours as possible.”
Alex LiebermanNov 19, 2025▶ 4:08⚡️ 10x AI Engineers with $1m Salaries — Alex Lieberman & Arman Hezarkhani, Tenex
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