The White House has approved a classified $9 billion funding request to equip US intelligence agencies with advanced AI chips and infrastructure. The funding, authorized on May 22, primarily benefits the NSA and CIA, which have struggled with supply shortages hindering AI deployment within classified systems.

The hardware of choice is Nvidia's Grace Blackwell superchips. The package also covers specialized data centers requiring high-power electrical systems and advanced liquid cooling. Nvidia CEO Jensen Huang has been actively engaging with Washington policymakers, advocating for semiconductor innovation as a pillar of national superiority.

When intelligence agencies compete for the same hardware powering commercial AI products, the supply-demand imbalance tightens. This move could accelerate interest in decentralized GPU networks, where blockchain-based projects offer alternative computing resources.