As enterprise artificial intelligence transitions from raw model exploration into the agentic era, organizations face a critical paradox: unconstrained token spend threatens fiscal stability, yet overly aggressive budget caps stifle foundational innovation. This masterclass breakdown analyzes the four eras of token consumption, dissecting the hidden friction of silent token leakage, reasoning-loop dynamics, and the operational blueprints required to build high-return token governance.
source & further reading
aiflash.com — original article