Multimodal Content Creation, Consumption and Distribution
PDF 由论文原始站点提供,PaperCompass 不保存论文文件。DOI 10.1145/3746027.3764192 ↗
摘要
In the wave of Artificial Intelligence, along with the proliferation of mobile devices, digital content has been generated and published in an explosive way. Digital content is inherent multimodal: text, image, audio, video, etc. How to effectively and efficiently automate the entire multimodal content lifecycle from idea, to creation and distribution is therefore of great importance. In this talk, we will first delve into the core technological breakthroughs in multimodal content generation, particularly the latest advancements in image and video generation tasks. Then, we will present an agent-based solution from HiDream.ai to interpret user intention and manage content creation-from ideation to final distribution-using three core, interconnected agents. In between, the Content Creation Agent takes a simple user prompt, instantly comprehends the creator's intention, and accurately sources relevant assets from content platform to create multimodal content. Such way frees creators to focus on the story, not the software. The Self-evolving Platform Agent translates global trends and user preferences into strategic directives, guiding models to autonomously generate high-impact content and continuously enriching the platform's ecosystem. The Distribution Agent adapts multimodal content for various social media platforms and analyzes its performance after publishing. Together, these intelligent agents create a seamless ecosystem to connect creators, content and consumers.