PhysLoop: LLM-Guided Physics for Self-Improving Video Generation Models
AI-generated summary A new research framework called PhysLoop has been introduced to improve the physical consistency and self-improvement capabilities of video generation models. The project published on arXiv on November 12, 2026, is a collaboration involving Peking University and ByteDance Seed that leverages large language models to guide video generation.