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Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation

📄 Trending Paper (70⬆️): 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 are trained on fixed c...

Source: HuggingFace_Papers

What it does

📄 Trending Paper (70⬆️): 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 are trained on fixed c...

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Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation | ToolAI - StudioCentOS