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The hidden inflation of AI: Why model collapse is a business risk

ID: 9bcc268b-a442-5d04-9282-6218ad7aaac2

STIX ID: report--9bcc268b-a442-5d04-9282-6218ad7aaac2

Feed Name: CIO Security

Date Published: 2026-03-30

Date Updated: 2026-04-20

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The document warns that autonomous AI agents—capable of reasoning, planning, executing tools, and self-critiquing—can trigger long chains of internal operations (searching, reading, drafting, critiquing, rewriting) that multiply cloud compute usage and costs; without governance, agents risk getting stuck in expensive reasoning loops analogous to leaving a tap running.

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