How AI Pet Video Works
Why AI Video Used to Be So Hard
Generating a single believable image is one problem. Generating dozens that all agree with each other and move naturally is a much harder one, and it only became practical recently.
Consistency across time
A video model has to keep a subject stable frame to frame. Early attempts produced flickering, warping, and subjects that drifted into something else.
Motion that looks physical
Natural movement has weight and timing. Getting a generated animal to move like a real body, not a paper cutout, took better models and more training.
Doing it fast enough
Even once quality was there, generating a clip in seconds rather than hours needed hardware and model efficiency that arrived only in the last couple of years.
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