Stop counting tokens, start counting what ships

AI developers are shifting their focus from minimizing token usage toward prioritizing the completion of complex, multi-step tasks. While autonomous agents that plan, write, and test code consume significantly more tokens than standard chat models, this increase in consumption reflects a transition toward higher functional utility. This trend suggests that the industry is prioritizing the reliability and output of AI systems over the efficiency of individual prompt responses.