Understanding design collaboration between designers and artificial intelligence: a systematic literature review

Y Shi, T Gao, X Jiao, N Cao - Proceedings of the ACM on Human …, 2023 - dl.acm.org
Recent interest in design through the artificial intelligence (AI) lens is rapidly increasing.
Designers, as a special user group interacting with AI, have received more attention in the …

Investigating how practitioners use human-ai guidelines: A case study on the people+ ai guidebook

N Yildirim, M Pushkarna, N Goyal… - Proceedings of the …, 2023 - dl.acm.org
Artificial intelligence (AI) presents new challenges for the user experience (UX) of products
and services. Recently, practitioner-facing resources and design guidelines have become …

On the design of ai-powered code assistants for notebooks

AM McNutt, C Wang, RA Deline… - Proceedings of the 2023 …, 2023 - dl.acm.org
AI-powered code assistants, such as Copilot, are quickly becoming a ubiquitous component
of contemporary coding contexts. Among these environments, computational notebooks …

Designerly understanding: Information needs for model transparency to support design ideation for AI-powered user experience

QV Liao, H Subramonyam, J Wang… - Proceedings of the …, 2023 - dl.acm.org
Despite the widespread use of artificial intelligence (AI), designing user experiences (UX) for
AI-powered systems remains challenging. UX designers face hurdles understanding AI …

“The less I type, the better”: How AI Language Models can Enhance or Impede Communication for AAC Users

S Valencia, R Cave, K Kallarackal, K Seaver… - Proceedings of the …, 2023 - dl.acm.org
Users of augmentative and alternative communication (AAC) devices sometimes find it
difficult to communicate in real time with others due to the time it takes to compose …

Designing responsible ai: Adaptations of ux practice to meet responsible ai challenges

Q Wang, M Madaio, S Kane, S Kapania… - Proceedings of the …, 2023 - dl.acm.org
Technology companies continue to invest in efforts to incorporate responsibility in their
Artificial Intelligence (AI) advancements, while efforts to audit and regulate AI systems …

“It is currently hodgepodge”: Examining AI/ML Practitioners' Challenges during Co-production of Responsible AI Values

RA Varanasi, N Goyal - Proceedings of the 2023 CHI conference on …, 2023 - dl.acm.org
Recently, the AI/ML research community has indicated an urgent need to establish
Responsible AI (RAI) values and practices as part of the AI/ML lifecycle. Several …

Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practice

WH Deng, N Yildirim, M Chang, M Eslami… - Proceedings of the …, 2023 - dl.acm.org
An emerging body of research indicates that ineffective cross-functional collaboration–the
interdisciplinary work done by industry practitioners across roles–represents a major barrier …

Creating design resources to scaffold the ideation of AI concepts

N Yildirim, C Oh, D Sayar, K Brand, S Challa… - Proceedings of the …, 2023 - dl.acm.org
Advances in artificial intelligence have enabled unprecedented technical capabilities, yet
making these advances useful in the real world remains challenging. We engaged in a …

Stakeholder-Centered AI Design: Co-Designing Worker Tools with Gig Workers through Data Probes

A Zhang, A Boltz, J Lynn, CW Wang… - Proceedings of the 2023 …, 2023 - dl.acm.org
AI technologies continue to advance from digital assistants to assisted decision-making.
However, designing AI remains a challenge given its unknown outcomes and uses. One …