Higgsfield sources say video quality depends heavily on the location image, generate stadium plates empty, and use AI Locations / saved locations for reuse, but none describes producing coherent coverage of one place from many angles. Plate-as-reference, prose descriptions, chained accepted takes and 3D/Gaussian-splat approaches all appear plausible. Which works, and what evidence exists?
Why this is still open: No inspected case study discloses a multi-angle location-consistency method; relevant to X02.