A self-reasoning agentic framework constructs a Product Narrative Framework, generates constraint-aware unified grid collages, and refines outputs via failure attribution to improve narrative coherence and aesthetics over direct prompting.
Posterverse: A full- workflow framework for commercial-grade poster genera- tion with html-based scalable typography.arXiv preprint arXiv:2601.03993
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Self-Reasoning Agentic Framework for Narrative Product Grid-Collage Generation
A self-reasoning agentic framework constructs a Product Narrative Framework, generates constraint-aware unified grid collages, and refines outputs via failure attribution to improve narrative coherence and aesthetics over direct prompting.