Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation
By Haozhe Wang · Paper · cs.CV
Visual generators excel at rendering, but they confidently fabricate what they do not know. User requests are unbounded, evolving, and deeply long-tailed: new characters, trending entities, post-cutoff events, and more. This world-knowledge bottleneck is structural: generators ar