Zhi-Hang Liu

CausalPatch: Count-Constrained Causal Repair for User-Edited Multi-Shot Narratives

Interactive AI short-film systems should support local storyboard revisions without breaking later events or regenerating an accepted narrative. We study minimal executable causal repair: given an 8–10-shot structured storyboard, world state, and typed intervention, a model predicts dependencies, affected shots, and a...