Dr. Christopher McComb
Carnegie Mellon University
Department of Mechanical Engineering
Friday, September 8, 2023
1:50-2:40pm Perkins 216
Abstract:
Increasingly powerful artificial intelligence (AI) resources are accelerating the pace of engineering and design. At the same time, interacting with these AI resources stands to fundamentally change the way that we, as humans, create solutions to challenging engineering problems. This seminar will explore cutting edge research at the intersection of the products we create, the AI systems that we use, and the teams that we work with. Specifically, we will explore different possibilities of human-AI interaction in design, including AI-as-analytics, AI-as-tool, AI-as-partner, and AI-as-coach. This will focus on the application of AI models within teams and organizations, with results from several large team-based experiments. The end of the talk will identify research needs for the continued development of AI Engineering, Design for AI, and other related emerging concepts.
Bio
Christopher McComb is a faculty member in Carnegie Mellon University’s Department of Mechanical Engineering. His lab, the Design Research Collective, advances interdisciplinary design research by merging perspectives from engineering, manufacturing, psychology, and computer science. He also serves as the Director of the Human+AI Design Initiative, an interdisciplinary and international group of researchers focused on application of human-AI collaboration to design. His research interests include human social systems in design and engineering; machine learning for engineering design; human-AI collaboration and teaming; computation for advanced manufacturing; and STEM education; with funding from NSF, DARPA, and private corporations. He received dual B.S. degrees in civil and mechanical engineering from California State University-Fresno. He later attended Carnegie Mellon University as a National Science Foundation Graduate Research Fellow, where he obtained his M.S. and Ph.D. in mechanical engineering.