Temporal Compression

topic on 1 show · 2 statements across 1 episodes

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2 statements about Temporal Compression, every show

Ethan He: Frame-by-frame video compression enables real-time interactivity, temporal compression adds lag
“That being said, the benefit of the frame per frame compression, we might come back to this later, is real timeliness and interactivity. Because if you strain the output of the model frame by frame, you can As a model can respond to any user request immediatel…”
Ethan He Jun 1, 2026 ▶ 22:54 Inside xAI: Building Grok Imagine in 3 Months, Videogen vs World Models, and Video Agents— Ethan He
Ethan He: Temporal video compression cuts context length up to 4x
“The difference is if you compress the temporal dimension, you get a much higher compression rate. Because there is temporal redundancy between frames, because this frame and the last frame, likely they are mostly similar. So there's only some small difference.…”
Ethan He Jun 1, 2026 ▶ 22:09 Inside xAI: Building Grok Imagine in 3 Months, Videogen vs World Models, and Video Agents— Ethan He

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