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The token debate: What CIOs can learn from the laws of thermodynamics

ID: 4bbc187a-962d-5f96-b80e-e01e27895da3

STIX ID: report--4bbc187a-962d-5f96-b80e-e01e27895da3

Feed Name: CIO Security

Date Published: 2026-07-21

Date Updated: 2026-07-21

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The text introduces the concept of "token exergy," using a management analogy comparing two companies that consume the same number of AI tokens but extract different levels of business value; token exergy is defined as an organization’s ability to convert AI intelligence into meaningful business outcomes.

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