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It's rare to see a major tech company execute an AI transformation quite like Kuaishou Technology has. Most enterprises drag their feet when it comes to strategic pivots—endless committees, legacy system constraints, cultural resistance. Not Kuaishou. Their shift toward AI-driven services moved at breakneck speed, reshaping their platform architecture and user experience in ways that caught competitors off guard. The speed matters. In the crypto and Web3 space, we've seen similar agility from projects that embraced decentralized AI infrastructure early. Whether it's adapting to market cycles or capitalizing on emerging tech trends, execution velocity often separates winners from the pack. Kuaishou's playbook—combining rapid iteration with core platform stability—offers lessons for anyone watching how traditional tech meets the AI revolution.