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    <title>电商营销 on AI内参</title>
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      <title>HappyHorse的“后发困境”：当AI视频失去“造梦”叙事，电商才是真正的价值锚点</title>
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      <description>HappyHorse模型凭借出色的多模态技术在视频生成领域占据先机，但其影视生态的战略布局滞后于竞争对手。文章指出，阿里应放弃复刻电影生态的路径依赖，利用其独特的电商数据优势，推动AI视频向“高效商业转化工具”转型，从而在B端市场构建核心壁垒。</description>
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