Reflexive data curation: Opportunities and challenges for embracing uncertainty in human–AI collaboration

A Arzberger, ML Lupetti, E Giaccardi - ACM Transactions on Computer …, 2024 - dl.acm.org
This article presents findings from a Research through Design investigation focusing on a
reflexive approach to data curation and the use of generative AI in design and creative …

Gras** AI: experiential exercises for designers

D Murray-Rust, ML Lupetti, I Nicenboim, W Hoog - AI & SOCIETY, 2023 - Springer
Artificial intelligence (AI) and machine learning (ML) are increasingly integrated into the
functioning of physical and digital products, creating unprecedented opportunities for …

Objective Portrait: A practice-based inquiry to explore Al as a reflective design partner

V van der Burg, G de Boer, AA Akdag Salah… - Proceedings of the …, 2023 - dl.acm.org
Artificial intelligence (AI) is increasingly being viewed as a creative partner rather than as a
tool. How to design such collaborations is still a subject of speculation. In this pictorial, we …

Smart" Error"! Exploring Imperfect AI to Support Creative Ideation

F Liu, J Lv, S Cui, Z Luan, K Wu, T Zhou - Proceedings of the ACM on …, 2024 - dl.acm.org
Designers widely accept AI as a partner in the design process for its efficient and intelligent
decision-making. However, AI is often not perfect, and AI error often makes humans …

Expecting the unexpected: A review of surprise in design processes

A De Rooij, MM Biskjaer - Design Research …, 2024 - research.tilburguniversity.edu
Surprise is integral to driving creativity and innovation in design. While design research has
mainly adopted a product-centered perspective to explore surprise as an emotional user …

Artificial Dreams: Surreal Visual Storytelling as Inquiry Into AI'Hallucination'

BA Halperin, SM Lukin - Proceedings of the 2024 ACM Designing …, 2024 - dl.acm.org
What does it mean for stochastic artificial intelligence (AI) to “hallucinate” when performing a
literary task as open-ended as creative visual storytelling? In this paper, we investigate AI …

[PDF][PDF] Designing dialogue: Human-AI collaboration in design processes

P Lloyd, S Chandrasegaran, E Kim, J Cagan, M Yang… - 2022 - dl.designresearchsociety.org
Designing Dialogue: Human-AI Collaboration in Design Processes Page 1 Design
Research Society DRS Digital Library DRS Biennial Conference Series DRS2022: Bilbao …

Exploring the supportive role of artificial intelligence in participatory design: a systematic review

S van den Broek, S Sankaran, J de Wit… - Proceedings of the …, 2024 - dl.acm.org
Participatory design supports develo** lasting solutions through stakeholders' active
involvement in design processes. Recent advances in artificial intelligence (AI) may reshape …

A Design-Stage-Oriented Framework to Introduce Artificial Intelligence and Machine Learning in Design Education

M Botta, A Autuori, G Terenghi, M Subet - 2024 - dl.designresearchsociety.org
Abstract Artificial Intelligence (AI) and Machine Learning (ML) are technologies that impact
the skills and practices of the next generation of designers, presenting the chance to …

Advancing Design With Generative AI: A Case of Automotive Design Process Transformation

Y Li, Y Li, W Yan, F Yang, X Ding - 2024 - dl.designresearchsociety.org
Generative AI has greatly enhanced the production of digital content and has had a
significant impact on the creative activities of designers. However, generalized generative AI …