Decoding the agility of artificial intelligence-assisted human design teams
Abstract:
Although necessary for complex problem solving, such as engineering design, team agility is often difficult to achieve in practice. The evolution of Artificial Intelligence (AI) affords unique opportunities for supporting team problem solving. While integrating assistive AI agents into human teams has at times improved team performance, it is still unclear if, how, and why AI affects team agility. A large-scale human experiment answers these questions, revealing that, with appropriately interfaced AIs, AI-assisted human teams enjoy improved coordination and communications, leading to better performance and adaptations to team disruptions, while devoting more effort to information handling and exploring the solution space more broadly. In sum, working with AI enables human team members to think more and act less.
Año de publicación:
2022
Keywords:
- human–computer interaction
- Collaborative Design
- Artificial Intelligence
- Engineering design
- complex problem solving
Fuente:
Tipo de documento:
Article
Estado:
Acceso abierto
Áreas de conocimiento:
- Inteligencia artificial
- Ciencias de la computación
Áreas temáticas:
- Ciencias de la computación
- Culto público y otras prácticas
- Procesos sociales