Automating coherent long-form video generation

Google Research describes a multi-agent framework for generating coherent long-form video narratives using Gemini and Veo. The system addresses identity drift and cascading failures in linear pipelines by treating generation as a global optimization problem. The accompanying papers are scheduled for COLM and EMNLP 2026, but no standalone developer API or open-source weights are provided for immediate integration.