2026-07-01Software Engineering# token economics# AI application cost# token efficiency
The Real Cost of Tokens Is Not the Bill. It Is the Efficiency of Intelligence.
Tokens are not free consumables. They are the energy unit, budget unit, and efficiency metric of AI applications. A mature AI product does not only chase stronger models; it puts the right tokens on the right tasks and consistently converts them into measurable results.