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AI Tokenomics: Cost, Risk & AI Dependency (2026)

ID: f107f03f-9e44-5951-b65d-7764a7985b3c

STIX ID: report--f107f03f-9e44-5951-b65d-7764a7985b3c

Feed Name: Security Boulevard

Date Published: 2026-04-28

Date Updated: 2026-04-28

Author: Grip Security Blog

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This report explains 'AI tokenomics'—how token-based pricing and widespread, often ungoverned AI adoption transform AI into a scalable operational cost and increase risk due to volume, reduced human oversight, and limited visibility. It highlights rising costs and risk exposure, cites increases in AI-related incidents, and recommends five preparedness areas (visibility, pricing awareness, cost control, validation, governance) while describing how Grip Security can provide visibility and governance across SaaS/A I usage.

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