From Prompting to Composing: A Spatial Canvas Interface for Poster Generation
Compo introduces a Spatial Canvas Interface that lets users compose poster generation intent directly in space using four binding types: semantic, identity, text, and pixel. This interface allows for explicit control over visual composition through detailed Text Specifications. The resulting model, Compo, supports both direct construction and agentic mode for generating posters.