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The hidden cost of becoming AI-ready?

ID: 1dfd8692-da4b-5b16-aed1-30e3921f6ee8

STIX ID: report--1dfd8692-da4b-5b16-aed1-30e3921f6ee8

Feed Name: CIO Security

Date Published: 2026-06-23

Date Updated: 2026-06-23

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The article describes the rising cost and perverse incentives of measuring AI productivity by token usage—coining the term 'token maximization'—and argues organizations should adopt governance and outcome-based metrics (similar to cloud cost teams) to measure AI impact on workflows, accuracy, and cost-efficiency rather than raw token consumption.

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