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CogenPVG: Cognitive-Enhanced Reflective Multi-Agent Framework for Persuasive Video Generation

arXiv · AI, language, vision and robotics · article · Sep 22, 2026 · UTC

Persuasive video generation (PVG) is a valuable yet under-explored research topic. Despite the significant advances in multimodal content generation, AI-empowered automated creation of human-made-like videos with substantial persuasiveness remains a formidable challenge. In this paper, we propose CogenPVG, a novel Cognitive-Enhanced reflective multi-agent framework tailored for Persuasive Video Generation task. Given the topic and stance from the user, we decouple the sophisticated generation process into four sequential stages: argument reasoning, storyboard planning, asset creation, and post

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Evidence & attribution

First collected: 2026-09-23T04:21:13.910Z. This is not the publication date.