Richie CottonSenior Data Evangelist, DataCamp · Ask me about data and AI upskilling

The Real Problem With AI Video Generation #shorts #ai

Name: The Real Problem With AI Video Generation #shorts #ai
Uploaded: 2026-03-27T14:00:43+00:00
Duration: 49 s
Channel: Richie Cotton
Description: AI video generators like VideoJam can only make 60 to 120 second clips because they can't maintain consistency over time. Ask one to look straight ahead…

27 Mar 2026 · 1 min

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0:49

AI video generators like VideoJam can only make 60 to 120 second clips because they can't maintain consistency over time. Ask one to look straight ahead then turn 360 degrees five minutes later, and the visuals fall apart. It's an architectural problem, not a compute one.

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Most of the world models, the so-called world models out there, only generate videos and also short videos, which are maybe 60 seconds or 2 minutes and so forth. It's not because of a memory boundary or compute boundary. The real problem is the technical limitation of long horizon consistency and long horizon planning. Because, for example, you can play with the existing VideoJam models You say, I look straight ahead and in 5 minutes I turn 360 degrees and show me what you see. You may see a different thing already from what you start with because to maintain consistency in 5 minutes when you turn around is actually, you know, an architectural problem.