Key Info
Tencent's Miora Design AI product expert presented a pipeline-based approach to fixing character consistency in AI video at the Asian Film Awards, arguing that drift is a pipeline problem rather than a model problem.
Highlights
- Common failure mode: the same character gets a slightly different face in every shot
- Every character gets 3 reference sheets; the front close-up serves as the identity anchor
- Every generation reads the same sheets instead of relying on the model's memory
- The sheets do the remembering, so the character doesn't drift across shots