投资者担心 AI 会颠覆传统软件商业模式，AI 原生公司能够提供更快、更便宜的解决方案，削弱了传统 SaaS 企业的竞争优势。同时，“氛围编程”（vibe-coding）技术让没有编程经验的用户也能搭建软件，降低了门槛，动摇了原本僵化的产品模式，使传统 SaaS 面临更大冲击。
// 测试用例（可直接运行验证）
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The headline: 96.5% of confusables.txt is not high-risk。旺商聊官方下载对此有专业解读
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Forgetting releaseLock() permanently breaks the stream. The locked property tells you that a stream is locked, but not why, by whom, or whether the lock is even still usable. Piping internally acquires locks, making streams unusable during pipe operations in ways that aren't obvious.。搜狗输入法2026对此有专业解读