Do Unified Multimodal Models Think in One Space? A Lens Through Cross-Branch Steering

Yu Wang, Sharon Li

Unified multimodal models (UMMs) aim to integrate understanding and generation within a single architecture, yet it remains unclear whether these capabilities share a unified and t…