The era of maximizing token usage has come to an end. Earlier this year, the AI industry pushed companies to exhaust their AI budgets, with some even creating employee leaderboards to encourage internal AI adoption. Now, however, businesses are discovering just how quickly they can burn through massive sums on AI with little return. We seem to be entering a phase of token conservation. Recent headlines have been filled with stories of AI cutbacks, and now 404 Media reports that consulting giant Accenture has been trying to prevent its employees from draining its token reserves by using AI for simple tasks—such as converting PDFs into presentation slides. These restrictions come shortly after Accenture warned that employees would "risk losing out on promotions" if they failed to use AI, according to 404. The report is based on leaked audio from a recent internal meeting featuring Justice Kwak, Accenture’s agentic AI strategy lead. "We’re hitting this inflection point where AI is becoming material to the cost structure," Kwak says. "Spend is becoming very unpredictable; and leadership, especially at the CFO, COO, and CIO level, are still asking the question of whether they’re getting value from what we’re spending on in the context of AI."

The rising cost of tokens has cast doubt on the AI business model—as demonstrated by what’s being called the "AI selloff," which has battered some AI-dependent companies in recent days, particularly memory chip makers. The AI industry has reached a point where novelty and excitement are no longer enough. It must now prove its real-world value.