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Is "live AI video generation" a meaningful technical category or just marketing hype?

Is "live AI video generation" a meaningful technical category or just marketing hype?

「即時 AI 影片生成」是真技術還是行銷術語?

A technical deep-dive questioning whether "live" video generation is actually a distinct engineering problem or just a buzzword. Real-time inference—where AI continuously generates frames responding to live input—requires completely different architecture and latency handling than fast batch video generation. Yet vendors and media coverage treat them as the same thing. The distinction matters because it affects what's actually possible and what's just clever marketing.

Keywords

live video generationreal-time inferencemarketing terminologytechnical distinctionvideo generation latency