The brief sounded deceptively simple: short vertical clips where a real-estate expert talks to camera, and between his points sit clean AI cutaways — construction sites, transit, a document in close-up, a phone in hand. The face is filmed by a human; the atmosphere is generated by a neural net. What started as a one-off generation script grew into a five-stage pipeline, and along the way we collected nearly every gotcha this kind of build has to offer.
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