As AI models grow larger, centralized training is hitting hard limits: soaring costs, GPU shortages, and governance risks. This post explores why decentralized AI training is gaining momentum, the breakthroughs making it possible, and where the ecosystem might be heading. A primer for builders, investors, and anyone curious about the next AI frontier.