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Chinese cloud giants including Tencent and Alibaba have significantly raised prices for AI computing power, with some models seeing hikes up to 463%. This cost surge is triggering a massive shakeout among AI startups, forcing survivors to adopt extreme efficiency measures and pivot toward vertical industry applications.