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When AI Metrics Lie: The Hidden Cost of Chasing Tokens

Published: 10 July 2026 02:03Category: AI Security & Agentic SystemsGeo: North America / USAAuthor: KERNELWATCHER

Counting prompts and token volume can make an AI program look busy while masking the real test: whether outputs are accurate, auditable, and cheap enough to defend in production.