Maybe the future of AI video isn’t one model that does everything
- Published
- 09/04, 14:52
- First discovered
- 09/04, 15:00
- Type
- Dev community · RSS
The future of AI video development may not rely on a single, all-encompassing model, but rather on specialized workflows. The discussion around "the best model" is becoming less useful as different tasks require distinct strengths. Instead of seeking one universal AI video model, the focus should shift towards identifying the most suitable workflow for each individual project.
After following AI video development for a while, I’m starting to feel like the conversation around “the best model” is becoming less useful.
A lot of AI video models look impressive in demos, but real projects usually expose different problems. Making a short film is not just about generating one good-looking clip. You also need consistent characters, smooth transitions, and scenes that actually connect. Commercial videos have their own challenges, like understanding the product, the audience, and the context behind the content.
That’s why I think we’re moving toward more specialized workflows instead of one universal model. Different tasks need different strengths.
Maybe the next step isn’t finding the “best” AI video model, but finding the right workflow for each project.