Token maxxing is AI's quiet failure mode

Enterprises track token costs and prompt counts as AI metrics, but those measure activity, not business results. Token maxxing occurs when organizations optimize for usage volume instead of actual outcomes. The numbers look good in reports but do not show whether the business is improving.