The program is a response to a real constraint on AI growth: local resistance. Data centers bring investment and tax revenue, but their electricity, water and land demands have triggered proposed moratoriums in more than 100 communities.

The next bottleneck in AI may therefore be political permission as much as chips. Companies that can make host communities feel like beneficiaries rather than infrastructure suppliers will have an advantage.