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AI Video Roundup: What Actually Matters and How to Build a Working Pipeline
Summary * Curated models like Seed Dance improve consistency, native 1080p output, and can lower cost per clip. * Google V3 brings strong facial expression and integrated audio but struggles with 720p upscaling artifacts. * Adobe Harmonize automates lighting and color matching for faster, believable composites. * Higsfield + Topaz Video AI preserves lens qualities