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

no code implementations • 1 Mar 2023 • Frederic Gmeiner, Humphrey Yang, Lining Yao, Kenneth Holstein, Nikolas Martelaro

AI-based design tools are proliferating in professional software to assist engineering and industrial designers in complex manufacturing and design tasks.

Team Learning as a Lens for Designing Human-AI Co-Creative Systems

no code implementations • 6 Jul 2022 • Frederic Gmeiner, Kenneth Holstein, Nikolas Martelaro

Here we reframe human-AI collaboration as a learning problem: Inspired by research on team learning, we hypothesize that similar learning strategies that apply to human-human teams might also increase the collaboration effectiveness and quality of humans working with co-creative generative systems.