Card-based workshop

Type of pattern

• Process

 

Type of objective

• Trustworthiness

 

Target users

• Project managers
• Architects
• Developers

 

Impacted users

• Employees
• Management
• Consumers

 

Lifecycle stages

• Design

 

Relevant AI ethics principles

• Reliability & safety

 

Benefits

• Increased communication efficiency

 

Drawbacks

• Difficult to scale

 

Known uses

• Bilstrup, Karl-Emil Kjær, Magnus H. Kaspersen, and Marianne Graves Petersen. “Staging reflections on ethical dilemmas in machine learning: A card-based design workshop for high school students.” Proceedings of the 2020 ACM Designing Interactive Systems Conference. 2020.
• Shen, Hong, et al. “Value cards: An educational toolkit for teaching social impacts of machine learning through deliberation.” Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency. 2021.
• Umbrello, Steven. “The Role of Engineers in Harmonising Human Values for AI Systems Design.” 2021.