Unlimited AI tokens aren't unlimited after all as US Army burns through supply
A little over a month after the Department of Defense (DOD) bragged that nearly half of its 3.5 million employees were using AI at work, members of the Army’s Combat Capabilities Development Command (DEVCOM) received an email informing them that they were burning through tokens, and needed to limit use. “Although the Army CIO announced in May 2026 that they were offering unlimited tokens, by mid-June the Army CIO pool was exhausted of tokens and had to re-establish limits,” the email reads. The
The U.S. Army's AI token supply, which was announced as unlimited in May 2026, ran out by mid-June after employees rapidly consumed the annual allocation. Tokens are units of text or image output from AI language models, and the Army had access to 100 million tokens per year through its subscription to an enterprise AI platform called Ask Sage. This matters because it reveals that even large organizations with significant budgets can miscalculate AI usage demand, and the Army now faces uncertainty about whether it can renew its token supply after October. The situation reflects a broader pattern, as other major companies like Meta and Uber have similarly discovered that their employees burn through allocated AI tokens much faster than anticipated.
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