The token bill comes due: Inside the scramble to manage AI costs

Original: The token bill comes due: Inside the industry scramble to manage AI’s runaway costs

Enterprises are racing to control runaway AI token spending as agentic tools drive usage far beyond budgets.

TechCrunch reports that enterprise AI spending has shifted from rapid adoption to cost control. Even as per-token prices fall, broader AI rollout and agentic coding tools are multiplying consumption, pushing companies over budget. A new Tokenomics Foundation under the Linux Foundation aims to standardize AI token cost tracking, billing metrics, and efficiency language.

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