
The AI Budget Trade-off: Why Companies Are Rehiring the Humans They Fired
Nvidia CEO Jensen Huang recently suggested that engineers failing to consume significant AI token budgets are a liability, yet early corporate data suggests this aggressive shift from payroll to compute is yielding diminishing returns. As companies find that replacing workers with AI often degrades quality, the industry is beginning a painful reversal.



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