Ethan Mollick: Companies exhaust token budgets rapidly as $500 million spent internally in one month

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Jose Antonio Gastelum

29.05.2026

Ethan Mollick: Companies exhaust token budgets rapidly as $500 million spent internally in one month — Token budgets depleted by employee spending

Ethan Mollick raises concerns about the rapid pace at which companies are spending their token budgets. He highlights that while many firms have used up their annual token allocation within months, spending $500 million on internal employee use in just one month stands out as especially notable.

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Mollick previously noted that tokens have shifted from being a budget afterthought to an essential element in coding, which has raised questions about allocation and control in a recent article. He has also discussed the role of experience and the need for improved guidance when using AI tools for personal finance in another report. These observations come as spending on tokens accelerates within organizations.

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