US Army depletes year's supply of AI tokens in months, reinstates usage limits

The U.S. Army's experiment with unlimited generative AI access has hit a hard ceiling. After declaring in May 2026 that workers would have unrestricted access to AI tools, the service exhausted its entire annual token supply by mid-June—forcing a rapid reversal of policy and the reimposition of usage limits.

How the crunch happened#

The Army's Combat Capabilities Development Command received a notice warning that the central AI token pool was depleted and restrictions needed to be put back in place. According to internal communications reviewed by WIRED, employees had been allocated at least 200,000 tokens monthly, with automatic top-ups available for those who exceeded their allowance. The Army even sent promotional messages to workers who weren't actively using their quota, encouraging greater adoption of the platform.

This aggressive push achieved its goal—perhaps too well. "Apparently the whole Army burned through the whole year of tokens for just one service," an anonymous Army employee told WIRED. The speed at which the allotment disappeared suggests the workforce's hunger for AI tools vastly outpaced the Department of Defense's budgeting assumptions.

What happens next remains uncertain#

The Army has committed to renewing tokens at current consumption rates through October 1st, but the email offers no clarity on whether the token pool will be extended beyond that date. This uncertainty leaves thousands of workers unaware whether their access will persist or face further restrictions.

The tool in question#

The underlying platform, Ask Sage, is a multimodal generative AI workspace that lets users access models from Alphabet, Meta, and OpenAI. The Army has cleared it for handling controlled unclassified information and deployed it for tasks ranging from personnel reclassification to job duty alignment. The Department of Defense's Chief Digital and AI Office also uses Ask Sage for procurement decisions.