Generative AI faces many challenges when entering the product design workflow, such as interface usability and interaction patterns. Therefore, based on design thinking and design process, we developed the DesignGPT multi-agent collaboration framework, which uses artificial intelligence agents to simulate the roles of different positions in the design company and allows human designers to collaborate with them in natural language. Experimental results show that compared with separate AI tools, DesignGPT improves the performance of designers, highlighting the potential of applying multi-agent systems that integrate design domain knowledge to product scheme design.
翻译:生成式AI在进入产品设计工作流程时面临诸多挑战,如界面可用性和交互模式。因此,基于设计思维和设计流程,我们开发了DesignGPT多智能体协作框架,该框架利用人工智能智能体模拟设计公司中不同职位的角色,并允许人类设计师通过自然语言与它们协作。实验结果表明,与单独的AI工具相比,DesignGPT提升了设计师的表现,凸显了融合设计领域知识的多智能体系统在产品方案设计中的应用潜力。