One Sentence, One Drama: Personalized Short-Form Drama Generation via Multi-Agent Systems

Researchers introduced a hierarchical multi-agent pipeline that turns one sentence into a complete short drama.

The system uses debate-based story planning, 3D-grounded scene setup, and iterative reviewer loops to improve pacing and consistency.

It also includes a new benchmark for evaluating short-drama generation quality and automated review.

The approach aims to make end-to-end AI short-drama production more practical and reliable.