Exploring Challenges and Opportunities to Support Designers in Learning to Co-create with AI-based Manufacturing Design Tools2023

– AI-based design tools are being used in manufacturing.
– Co-creating with AI tools presents challenges for designers.

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10.1145/3544548.3580999

In this paper , the authors observed trained designers as they learned to work with two AI-based design tools on a realistic design task and found that designers face many challenges in learning to effectively co-create with current systems, including challenges in understanding and adjusting AI outputs and in communicating their design goals.

International Conference on Human Factors in Computing Systems

– “Exploring the Challenges of Co-creating with AI-based Design Tools”
– “Opportunities to Support Designers in Learning to Co-create with AI-based Tools”

– AI and computational technology are revolutionizing interior design graphics and modeling.
– These technologies offer benefits such as design iterations, material visualization, and time optimization.

– Challenges in learning to co-create with AI-based design tools
– Design opportunities to better support designer-AI co-creation

– Set of observed challenges faced by designers
– Advancing understanding of designers’ needs and expectations

The paper discusses the challenges and opportunities for designers in learning to co-create with AI-based manufacturing design tools. It mentions that these tools are often portrayed as “co-creators” and take on more agentic roles than traditional CAD tools.

– Observing trained designers as they learned to work with AI-based tools
– Conducting semi-structured interviews with designers and guides

– Challenges in communicating design goals with AI
– Need for more conversational interactions and contextual awareness from the tool

– Digital technology and tools are being used in the design industry.
– Artificial Intelligence (AI) is one of the latest computational technologies being utilized.

– Participants saw potential value in AI systems for design process
– Participants faced challenges in co-creating with AI tools

– AI-based design tools assist engineering and industrial designers.
– Designers face challenges in learning to co-create with AI.

 

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