Companies chased the AI gold rush with blank checks. Now the invoices are arriving and nobody budgeted for this. The memo arrived quietly at companies across Silicon Valley, Wall Street, and beyond: deploy AI, show usage, win the future. C-suites opened the taps. Engineers got new tools. Leaderboards went up. Token counters started spinning. Then…

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