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AI Token Costs Surge, Prompting Budget Reevaluation Across Firms

3/23/2026

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Summary

Story summary

AI-related expenses tied to token usage are rising, as Box Chief Executive Officer Aaron Levie says engineering, legal, and sales will rely more on tokens.
At firms such as Meta and OpenAI, token consumption drives employee evaluation and fuels tokenmaxxing.
Venture capitalist Chamath Palihapitiya notes his startup tripled costs due to AI tools, prompting a budgeting reevaluation.

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Story summary

AI-related expenses tied to token usage are rising, as Box Chief Executive Officer Aaron Levie says engineering, legal, and sales will rely more on tokens.
At firms such as Meta and OpenAI, token consumption drives employee evaluation and fuels tokenmaxxing.
Venture capitalist Chamath Palihapitiya notes his startup tripled costs due to AI tools, prompting a budgeting reevaluation.