Keeping a character consistent across AI-generated shots
AI can generate a great shot. Generating the same person in the next shot is the problem that actually matters.
Why consistency is the hard part
Generating one striking shot is easy now. The difficulty in AI video is continuity — the same character, with the same face, hair and wardrobe, across a dozen shots from different angles. Describe a character in words each time and you get a different person each time, because the words leave too much room.
Reference beats description
The reliable approach is to build the character once as a set of reference images from multiple angles, with a fixed seed, and then feed the matching reference into each shot rather than re-describing them. The model is copying a known face instead of inventing one, which is what holds the look together across a sequence.
How GenWax handles it
GenWax on Bizwax.ai builds each character once as an eight-angle reference sheet with a locked seed, then passes the right reference into each shot — so the same face carries from the first frame to the last. It's the difference between a pile of nice clips and something that reads as one film.
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