How to Win at AI: Why Decentralization Can Help the US Avoid the Next DeepSeek Surprise

China’s DeepSeek shocked the AI industry with a low-cost model built within tight constraints. Here’s how U.S. builders can avoid the next competitive shock via decentralization.