General AI Video Generation: practical use cases ideas and experiences

mattsign

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Sep 5, 2026
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I wanted to start a broader practical use cases thread around General AI Video Generation.

A useful angle is automation, but it also connects with future improvements. Different tools and workflows can produce very different results even when the goal is similar.

It would be interesting to compare practical examples, experiments, setups, or lessons that show where General AI Video Generation is genuinely useful and where it still needs improvement.

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On General AI Video Generation: practical use cases ideas and experiences, the part about general and video stands out to me. I would test one small workflow first, keep the variables consistent, and compare the result before changing several things at once. That should make it easier to tell whether the change is actually helping.