AI视频生成正从随机性强的“开盲盒”阶段转向实用化。尽管Sora曾引发行业焦虑，但画面不连贯等问题阻碍了其工业化应用。为此，万兴剧厂平台通过流程再造，致力于将AI视频从演示“玩具”升级为可靠“生产力工具”，核心在于解决连贯性与可控性难题。
可灵3.0Pro以1240分登顶全球视频大模型榜首，展现了强大的技术实力。该系列共有7款模型进入前15名，在视频真实感、一致性和可控性方面均处于行业领先地位。这一成就标志着AI生成视频技术迈入新阶段。
游戏科学CEO冯骥高度评价字节跳动Seedance 2.0视频生成模型，认为其代表AI多模态理解的飞跃，将颠覆影视行业，大幅降低一般性视频制作成本。
知名博主Tim评测字节AI视频模型Seedance 2.0，肯定其生成精度等表现，但发现两个涉及数据伦理的细节：模型能精准生成未观测到的空间盲区，并克隆未授权语音，引发行业对AI训练数据来源与隐私的担忧。
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