Unverified50% confidenceOpinionTime unknown
AIGC video generation exhibits two routes: general-purpose generation products and vertical-scenario tools, with the advantage of vertical tools lying in workflows that better fit specific needs.
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50%
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Long-term
Relevance
9/12/2026
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UnverifiedThere are currently two main technical approaches in the video generation field: a diffusion-model-based approach (such as Sora and H3) and an autoregressive-model-based approach; the former has greater advantages in image quality and motion coherence, while the latter has more potential in multimodal understanding and flexibility.72% similarVerifiedMost current AI video tools focus on generation (text-to-video, image-to-video), while fine-grained work such as editing, splicing, and timeline adjustment still requires human intervention71% similarUnverifiedThe second tier of AI video generation focuses on vertical scenarios, such as HeyGen specializing in digital human talking-head videos, Synthesia targeting enterprise training videos, and D-ID featuring conversational virtual avatars.70% similarUnverified运行AI功能尤其是图像、视频生成会消耗资源点，需要高频生成视频时需购买资源点资源包69% similarUnverifiedB站UP主「飞叔的AIGC」分享了一次家居产品宣传视频项目复盘，全程使用Skill+Agent组合功能在同一块画布中完成从素材到成片的全部环节69% similar
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