Army AI Tokens Run Dry in Weeks, Forcing DOD to Slam on the Brakes

The Department of Defense’s big AI push just hit a very practical, very expensive wall. A little over a month after the DOD boasted that nearly half of its 3.5 million employees were using AI at work, the Army had to tell its DEVCOM workforce to cool it. The problem? They burned through their entire annual allotment of tokens in a matter of weeks.

An internal email, viewed by WIRED, spelled it out bluntly. The Army CIO had promised unlimited tokens back in May, but by mid-June, the pool was bone dry and hard limits had to be re-established. The email warned that while token access has been renewed at current levels for now, it’s an open question whether the CIO’s pool will get refilled after October 1st. “Apparently the whole Army burned through the whole year of tokens for just one service,” an Army employee, who spoke anonymously, told WIRED.

The platform in question is Ask Sage, a multimodal generative AI tool that lets users hop between large language models like Alphabet’s Gemini, Meta’s Llama, and OpenAI’s ChatGPT. It’s accredited for Controlled Unclassified Information and is used for everything from acquisitions to reclassifying personnel descriptions. The Army had actively pushed its people to lean in hard, giving each user at least 200,000 tokens a month and automatically topping them up if they ran out. Slackers even got nag emails urging them to use more.

Now the spigot is tightening, and the episode underscores the messy reality of deploying AI at scale inside the world’s largest bureaucracy. The appetite is clearly there, but the budget math is sobering. The Army genuinely doesn’t know if the money will be there in the fall, leaving the entire experiment hanging in limbo.