{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T19:12:44Z","timestamp":1776107564958,"version":"3.50.1"},"reference-count":139,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2023,10,30]],"date-time":"2023-10-30T00:00:00Z","timestamp":1698624000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2023,10,30]],"date-time":"2023-10-30T00:00:00Z","timestamp":1698624000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["AI &amp; Soc"],"published-print":{"date-parts":[[2024,12]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Artificial intelligence (AI) and machine learning (ML) are increasingly integrated into the functioning of physical and digital products, creating unprecedented opportunities for interaction and functionality. However, there is a challenge for designers to ideate within this creative landscape, balancing the possibilities of technology with human interactional concerns. We investigate techniques for exploring and reflecting on the interactional affordances, the unique relational possibilities, and the wider social implications of AI systems. We introduced into an interaction design course (<jats:italic>n<\/jats:italic> = 100) nine \u2018AI exercises\u2019 that draw on more than human design, responsible AI, and speculative enactment to create experiential engagements around AI interaction design. We find that exercises around metaphors and enactments make questions of training and learning, privacy and consent, autonomy and agency more tangible, and thereby help students be more reflective and responsible on how to design with AI and its complex properties in both their design process and outcomes.<\/jats:p>","DOI":"10.1007\/s00146-023-01794-y","type":"journal-article","created":{"date-parts":[[2023,10,30]],"date-time":"2023-10-30T13:02:07Z","timestamp":1698670927000},"page":"2891-2911","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":18,"title":["Grasping AI: experiential exercises for designers"],"prefix":"10.1007","volume":"39","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6098-7861","authenticated-orcid":false,"given":"Dave","family":"Murray-Rust","sequence":"first","affiliation":[]},{"given":"Maria Luce","family":"Lupetti","sequence":"additional","affiliation":[]},{"given":"Iohanna","family":"Nicenboim","sequence":"additional","affiliation":[]},{"given":"Wouter van der","family":"Hoog","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,10,30]]},"reference":[{"key":"1794_CR1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511571169","volume-title":"Computation and human experience, learning in doing","author":"P Agre","year":"1997","unstructured":"Agre P (1997) Computation and human experience, learning in doing. Cambridge University Press, Cambridge"},{"key":"1794_CR2","unstructured":"AIxDesign (2022) AI ideation cards. https:\/\/www.aixdesign.co\/shop"},{"key":"1794_CR3","unstructured":"AIxDesignComm (2020) AIxDesign community. https:\/\/www.aixdesign.co"},{"key":"1794_CR4","doi-asserted-by":"publisher","unstructured":"Alves-Oliveira P, Lupetti ML, Luria M, L\u00f6ffler D, Gamboa M, Albaugh L, Kamino W, K\u00a0Ostrowski A, Puljiz D, Reynolds-Cu\u00e9llar P, Scheunemann M, Suguitan M, Lockton D (2021) Collection of Metaphors for Human-Robot Interaction. In: Designing Interactive Systems Conference 2021, ACM, Virtual Event USA, pp 1366\u20131379, https:\/\/doi.org\/10.1145\/3461778.3462060","DOI":"10.1145\/3461778.3462060"},{"key":"1794_CR5","doi-asserted-by":"crossref","unstructured":"Amershi S, Weld D, Vorvoreanu M, Fourney A, Nushi B, Collisson P, Suh J, Iqbal S, Bennett P, Inkpen K, Teevan J, Kikin-Gil R, Horvitz E (2019) Guidelines for human-AI interaction. In: CHI 2019, https:\/\/www.microsoft.com\/en-us\/research\/publication\/guidelines-for-human-ai-interaction\/","DOI":"10.1145\/3290605.3300233"},{"key":"1794_CR6","unstructured":"aptly (2022) Introducing aptly that turns ideas into working apps. https:\/\/appinventor.mit.edu\/blogs\/hal\/2022\/03\/21\/Aptly"},{"issue":"1","key":"1794_CR7","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1080\/14626268.2013.767276","volume":"24","author":"J Auger","year":"2013","unstructured":"Auger J (2013) Speculative design: crafting the speculation. Dig Creat 24(1):11\u201335. https:\/\/doi.org\/10.1080\/14626268.2013.767276","journal-title":"Dig Creat"},{"issue":"1","key":"1794_CR8","doi-asserted-by":"publisher","first-page":"20","DOI":"10.5898\/JHRI.3.1.Auger","volume":"3","author":"J Auger","year":"2014","unstructured":"Auger J (2014) Living with robots: a speculative design approach. J Hum-Robot Interact 3(1):20\u201342. https:\/\/doi.org\/10.5898\/JHRI.3.1.Auger","journal-title":"J Hum-Robot Interact"},{"key":"1794_CR9","doi-asserted-by":"publisher","DOI":"10.2307\/j.ctv12101zq","volume-title":"Meeting the universe halfway quantum physics and the entanglement of matter and meaning","author":"KM Barad","year":"2007","unstructured":"Barad KM (2007) Meeting the universe halfway quantum physics and the entanglement of matter and meaning. Duke University Press, Durham"},{"key":"1794_CR10","doi-asserted-by":"publisher","unstructured":"Benjamin JJ, Berger A, Merrill N, Pierce J (2021) Machine learning uncertainty as a design material: a post-phenomenological inquiry. In: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, ACM, Yokohama Japan, pp 1\u201314, https:\/\/doi.org\/10.1145\/3411764.3445481","DOI":"10.1145\/3411764.3445481"},{"key":"1794_CR11","doi-asserted-by":"publisher","unstructured":"Benjamin JJ, Biggs H, Berger A, Rukanskait\u0117 J, Heidt MB, Merrill N, Pierce J, Lindley J (2023) The entoptic field camera as metaphor-driven research-through-design with AI technologies. In: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, New York, NY, USA, CHI \u201923, pp 1\u201319, https:\/\/doi.org\/10.1145\/3544548.3581175","DOI":"10.1145\/3544548.3581175"},{"key":"1794_CR12","unstructured":"Benjamins R, Barbado A, Sierra D (2019) Responsible AI by design in practice. arXiv:1909.12838 [cs]"},{"key":"1794_CR13","doi-asserted-by":"publisher","unstructured":"Bilstrup KEK, Kaspersen MH, Assent I, Enni S, Petersen MG (2022) From demo to design in teaching machine learning. In: 2022 ACM Conference on Fairness, Accountability, and Transparency, Association for Computing Machinery, New York, NY, USA, FAccT \u201922, pp 2168\u20132178, https:\/\/doi.org\/10.1145\/3531146.3534634","DOI":"10.1145\/3531146.3534634"},{"key":"1794_CR14","doi-asserted-by":"publisher","unstructured":"Bowler RD, Bach B, Pschetz L (2022) Exploring uncertainty in digital scheduling, and the wider implications of unrepresented temporalities in HCI. In: CHI Conference on Human Factors in Computing Systems, ACM, New Orleans LA USA, pp 1\u201312, https:\/\/doi.org\/10.1145\/3491102.3502107","DOI":"10.1145\/3491102.3502107"},{"key":"1794_CR15","doi-asserted-by":"publisher","unstructured":"Bozic\u00a0Yams N, Aranda\u00a0Mu\u00f1oz \u00c1 (2021) Poetics of future work: blending speculative design with artistic methodology. In: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, New York, NY, USA, CHI EA\u201921, pp 1\u20138, https:\/\/doi.org\/10.1145\/3411763.3443451","DOI":"10.1145\/3411763.3443451"},{"key":"1794_CR16","doi-asserted-by":"publisher","unstructured":"Brand N, Odom W, Barnett S (2021) A design inquiry into introspective AI: surfacing opportunities, issues, and paradoxes. In: Designing Interactive Systems Conference 2021, Association for Computing Machinery, New York, NY, USA, DIS\u201921, pp 1603\u20131618, https:\/\/doi.org\/10.1145\/3461778.3462000","DOI":"10.1145\/3461778.3462000"},{"key":"1794_CR17","doi-asserted-by":"publisher","unstructured":"Browne JT (2019) Wizard of Oz prototyping for machine learning experiences. In: Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, New York, NY, USA, CHI EA\u201919, pp 1\u20136, https:\/\/doi.org\/10.1145\/3290607.3312877","DOI":"10.1145\/3290607.3312877"},{"key":"1794_CR18","unstructured":"Buolamwini J, Gebru T (2018) Gender shades: intersectional accuracy disparities in commercial gender classification. In: Conference on fairness, accountability and transparency, PMLR, pp 77\u201391"},{"key":"1794_CR19","doi-asserted-by":"crossref","unstructured":"Caramiaux B, Alaoui SF (2022) \u201cExplorers of unknown planets\u201d: practices and politics of artificial intelligence in visual arts. In: Proceedings of the ACM on Human\u2013Computer Interaction","DOI":"10.1145\/3555578"},{"key":"1794_CR20","doi-asserted-by":"crossref","unstructured":"Carney M, Webster B, Alvarado I, Phillips K, Howell N, Griffith J, Jongejan J, Pitaru A, Chen A (2020) Teachable machine: approachable web-based tool for exploring machine learning classification. In: Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, pp 1\u20138","DOI":"10.1145\/3334480.3382839"},{"key":"1794_CR21","doi-asserted-by":"publisher","DOI":"10.1007\/s43681-022-00167-3","author":"L Cavalcante Siebert","year":"2022","unstructured":"Cavalcante Siebert L, Lupetti ML, Aizenberg E, Beckers N, Zgonnikov A, Veluwenkamp H, Abbink D, Giaccardi E, Houben GJ, Jonker CM, van den Hoven J, Forster D, Lagendijk RL (2022) Meaningful human control: actionable properties for AI system development. AI and Ethics. https:\/\/doi.org\/10.1007\/s43681-022-00167-3","journal-title":"AI and Ethics"},{"key":"1794_CR22","unstructured":"Chiusi F (2020) Automating Society Report 2020. Tech. rep., Algorithm Watch, https:\/\/automatingsociety.algorithmwatch.org"},{"key":"1794_CR23","doi-asserted-by":"publisher","unstructured":"Coskun A, Cila N, Nicenboim I, Frauenberger C, Wakkary R, Hassenzahl M, Mancini C, Giaccardi E, Forlano L (2022) More-than-human concepts, methodologies, and practices in HCI. In: Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, New York, NY, USA, CHI EA \u201922, pp 1\u20135, https:\/\/doi.org\/10.1145\/3491101.3516503","DOI":"10.1145\/3491101.3516503"},{"issue":"4","key":"1794_CR24","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1080\/14606925.2019.1614320","volume":"22","author":"P Coulton","year":"2019","unstructured":"Coulton P, Lindley JG (2019) More-than human centred design: considering other things. Des J 22(4):463\u2013481. https:\/\/doi.org\/10.1080\/14606925.2019.1614320","journal-title":"Des J"},{"key":"1794_CR25","doi-asserted-by":"publisher","unstructured":"Crawford K (2021) The atlas of AI: power, politics, and the planetary costs of artificial intelligence. Yale University Press. https:\/\/doi.org\/10.2307\/j.ctv1ghv45t, https:\/\/www.jstor.org\/stable\/10.2307\/j.ctv1ghv45t","DOI":"10.2307\/j.ctv1ghv45t"},{"key":"1794_CR26","unstructured":"Crawford K, Paglen T (2019) Excavating AI: the politics of images in machine learning training sets. Excavating AI"},{"issue":"4","key":"1794_CR27","doi-asserted-by":"publisher","first-page":"258","DOI":"10.1016\/0950-7051(93)90017-N","volume":"6","author":"N Dahlb\u00e4ck","year":"1993","unstructured":"Dahlb\u00e4ck N, J\u00f6nsson A, Ahrenberg L (1993) Wizard of Oz studies\u2014why and how. Knowl-Based Syst 6(4):258\u2013266. https:\/\/doi.org\/10.1016\/0950-7051(93)90017-N","journal-title":"Knowl-Based Syst"},{"issue":"3","key":"1794_CR28","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1007\/s10676-020-09537-z","volume":"22","author":"M de Reuver","year":"2020","unstructured":"de Reuver M, van Wynsberghe A, Janssen M, van de Poel I (2020) Digital platforms and responsible innovation: expanding value sensitive design to overcome ontological uncertainty. Ethics Inf Technol 22(3):257\u2013267. https:\/\/doi.org\/10.1007\/s10676-020-09537-z","journal-title":"Ethics Inf Technol"},{"key":"1794_CR29","doi-asserted-by":"crossref","unstructured":"Devendorf L, Ryokai K (2015) Being the machine: reconfiguring agency and control in hybrid fabrication. In: Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, pp 2477\u20132486","DOI":"10.1145\/2702123.2702547"},{"key":"1794_CR30","volume-title":"Adversarial design","author":"C DiSalvo","year":"2015","unstructured":"DiSalvo C (2015) Adversarial design. MIT Press, Cambridge"},{"key":"1794_CR31","doi-asserted-by":"publisher","unstructured":"Dove G, Halskov K, Forlizzi J, Zimmerman J (2017) UX design innovation: challenges for working with machine learning as a design material. In: Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, New York, NY, USA, CHI \u201917, pp 278\u2013288, https:\/\/doi.org\/10.1145\/3025453.3025739","DOI":"10.1145\/3025453.3025739"},{"key":"1794_CR32","unstructured":"EdgeImpulse (2019) Edge Impulse. https:\/\/www.edgeimpulse.com\/"},{"key":"1794_CR33","doi-asserted-by":"publisher","unstructured":"Ehsan U, Riedl MO (2020) Human-centered explainable AI: towards a reflective sociotechnical approach. In: Stephanidis C, Kurosu M, Degen H, Reinerman-Jones L (eds) HCI International 2020\u2014Late Breaking Papers: Multimodality and Intelligence, Springer International Publishing, Cham, Lecture Notes in Computer Science, pp 449\u2013466, https:\/\/doi.org\/10.1007\/978-3-030-60117-1_33","DOI":"10.1007\/978-3-030-60117-1_33"},{"key":"1794_CR34","doi-asserted-by":"crossref","unstructured":"Elsden C, Chatting D, Durrant AC, Garbett A, Nissen B, Vines J, Kirk DS (2017) On speculative enactments. In: Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, New York, NY, USA, pp 5386\u20135399","DOI":"10.1145\/3025453.3025503"},{"key":"1794_CR35","unstructured":"Elwes J (2019) Zizi. https:\/\/www.jakeelwes.com\/project-zizi-2019.html"},{"issue":"4","key":"1794_CR37","doi-asserted-by":"publisher","first-page":"31:1","DOI":"10.1145\/3294008","volume":"19","author":"R Fiebrink","year":"2019","unstructured":"Fiebrink R (2019) Machine learning education for artists, musicians, and other creative practitioners. ACM Trans Comput Educ 19(4):31:1-31:32. https:\/\/doi.org\/10.1145\/3294008","journal-title":"ACM Trans Comput Educ"},{"key":"1794_CR36","unstructured":"Fiebrink R (2022) Machine learning for musicians and artists. https:\/\/www.kadenze.com\/courses\/machine-learning-for-musicians-and-artists-v\/info"},{"issue":"1","key":"1794_CR38","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1162\/07479360152103796","volume":"17","author":"A Findeli","year":"2001","unstructured":"Findeli A (2001) Rethinking design education for the 21st century: theoretical, methodological, and ethical discussion. Des Issues 17(1):5\u201317","journal-title":"Des Issues"},{"key":"1794_CR39","doi-asserted-by":"crossref","unstructured":"Fish B, Stark L (2021) Reflexive design for fairness and other human values in formal models. In: Proceedings of the 2021 AAAI\/ACM Conference on AI, Ethics, and Society, Association for Computing Machinery, New York, NY, USA, pp 89\u201399","DOI":"10.1145\/3461702.3462518"},{"issue":"1","key":"1794_CR40","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s13347-020-00396-6","volume":"33","author":"L Floridi","year":"2020","unstructured":"Floridi L (2020) AI and its new winter: from myths to realities. Philos Technol 33(1):1\u20133. https:\/\/doi.org\/10.1007\/s13347-020-00396-6","journal-title":"Philos Technol"},{"issue":"4","key":"1794_CR41","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1080\/10630732.2014.971525","volume":"21","author":"L Forlano","year":"2014","unstructured":"Forlano L, Mathew A (2014) From design fiction to design friction: speculative and participatory design of values-embedded urban technology. J Urban Technol 21(4):7\u201324","journal-title":"J Urban Technol"},{"issue":"1","key":"1794_CR42","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3364998","volume":"27","author":"C Frauenberger","year":"2020","unstructured":"Frauenberger C (2020) Entanglement HCI the next wave? ACM Trans Comput-Hum Interact 27(1):1\u201327. https:\/\/doi.org\/10.1145\/3364998","journal-title":"ACM Trans Comput-Hum Interact"},{"key":"1794_CR43","unstructured":"Gebru T, Morgenstern J, Vecchione B, Vaughan JW, Wallach H, Daum\u00e9\u00a0III H, Crawford K (2018) Datasheets for datasets. arXiv preprint arXiv:1803.09010"},{"key":"1794_CR44","doi-asserted-by":"publisher","unstructured":"Ghajargar M, Bardzell J (2023) Making AI understandable by making it tangible: exploring the design space with ten concept cards. In: Proceedings of the 34th Australian Conference on Human-Computer Interaction, Association for Computing Machinery, New York, NY, USA, OzCHI \u201922, pp 74\u201380, https:\/\/doi.org\/10.1145\/3572921.3572942","DOI":"10.1145\/3572921.3572942"},{"key":"1794_CR45","doi-asserted-by":"publisher","unstructured":"Ghajargar M, Bardzell J, Renner AS, Krogh PG, H\u00f6\u00f6k K, Cuartielles D, Boer L, Wiberg M (2021) From \"Explainable AI\" to \"Graspable AI\". In: Proceedings of the Fifteenth International Conference on Tangible, Embedded, and Embodied Interaction, Association for Computing Machinery, New York, NY, USA, TEI \u201921, pp 1\u20134, https:\/\/doi.org\/10.1145\/3430524.3442704","DOI":"10.1145\/3430524.3442704"},{"key":"1794_CR46","doi-asserted-by":"publisher","unstructured":"Ghajargar M, Bardzell J, Smith-Renner AM, H\u00f6\u00f6k K, Krogh PG (2022) Graspable AI: physical forms as explanation modality for explainable AI. In: Sixteenth International Conference on Tangible, Embedded, and Embodied Interaction, Association for Computing Machinery, New York, NY, USA, TEI \u201922, pp 1\u20134, https:\/\/doi.org\/10.1145\/3490149.3503666","DOI":"10.1145\/3490149.3503666"},{"issue":"3","key":"1794_CR47","first-page":"139","volume":"13","author":"E Giaccardi","year":"2019","unstructured":"Giaccardi E (2019) Histories and futures of research through design: from prototypes to connected things. Int J Des 13(3):139\u2013155","journal-title":"Int J Des"},{"issue":"4","key":"1794_CR48","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1162\/desi_a_00612","volume":"36","author":"E Giaccardi","year":"2020","unstructured":"Giaccardi E, Redstr\u00f6m J (2020) Technology and more-than-human design. Des Issues 36(4):33\u201344. https:\/\/doi.org\/10.1162\/desi_a_00612","journal-title":"Des Issues"},{"key":"1794_CR49","doi-asserted-by":"publisher","unstructured":"Giaccardi E, Cila N, Speed C, Caldwell M (2016) Thing ethnography: doing design research with non-humans. In: Proceedings of the 2016 ACM Conference on Designing Interactive Systems, Association for Computing Machinery, New York, NY, USA, DIS \u201916, pp 377\u2013387, https:\/\/doi.org\/10.1145\/2901790.2901905","DOI":"10.1145\/2901790.2901905"},{"issue":"1","key":"1794_CR50","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1007\/s11023-020-09517-8","volume":"30","author":"T Hagendorff","year":"2020","unstructured":"Hagendorff T (2020) The ethics of AI ethics: an evaluation of guidelines. Mind Mach 30(1):99\u2013120. https:\/\/doi.org\/10.1007\/s11023-020-09517-8","journal-title":"Mind Mach"},{"key":"1794_CR51","unstructured":"Hemment D, Murray-Rust D, Belle V, Aylett R, Vidmar M, Broz F (2022a) Experiential AI: enhancing explainability in artificial intelligence through artistic practice"},{"key":"1794_CR52","unstructured":"Hemment D, Zeilinger M, Vidmar M, Elwes J, Warner H, Sarmiento D, Hill R (2022b) Towards a heuristic model for experiential AI: analysing the Zizi show in the new real. In: DRS Biennial Conference Series, https:\/\/dl.designresearchsociety.org\/drs-conference-papers\/drs2022\/researchpapers\/311"},{"issue":"4","key":"1794_CR53","doi-asserted-by":"publisher","first-page":"1","DOI":"10.14763\/2020.4.1531","volume":"9","author":"M Hildebrandt","year":"2020","unstructured":"Hildebrandt M (2020) Smart technologies. Internet Policy Rev 9(4):1\u201316","journal-title":"Internet Policy Rev"},{"key":"1794_CR54","unstructured":"Hodder I (2016) Studies in human-thing entanglement. Online"},{"issue":"2","key":"1794_CR55","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1177\/1440783319873046","volume":"57","author":"R Holton","year":"2021","unstructured":"Holton R, Boyd R (2021) \u2018Where are the people? What are they doing? Why are they doing it?\u2019(Mindell) Situating artificial intelligence within a socio-technical framework. J Sociol 57(2):179\u2013195. https:\/\/doi.org\/10.1177\/1440783319873046","journal-title":"J Sociol"},{"key":"1794_CR56","unstructured":"HuggingFace (2016) Hugging face\u2014The AI community building the future. https:\/\/huggingface.co\/"},{"key":"1794_CR57","doi-asserted-by":"publisher","unstructured":"Inkpen K, Chancellor S, De\u00a0Choudhury M, Veale M, Baumer EPS (2019) Where is the human? Bridging the gap between AI and HCI. In: Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, New York, NY, USA, CHI EA \u201919, pp 1\u20139, https:\/\/doi.org\/10.1145\/3290607.3299002","DOI":"10.1145\/3290607.3299002"},{"issue":"4","key":"1794_CR58","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1145\/2627392","volume":"21","author":"L Irani","year":"2014","unstructured":"Irani L, Silberman MS (2014) From critical design to critical infrastructure: lessons from turkopticon. Interactions 21(4):32\u201335. https:\/\/doi.org\/10.1145\/2627392","journal-title":"Interactions"},{"key":"1794_CR59","doi-asserted-by":"publisher","unstructured":"Jonsson M, Tholander J (2022) Cracking the code: co-coding with AI in creative programming education. In: Creativity and Cognition, Association for Computing Machinery, New York, NY, USA, C &amp;C \u201922, pp 5\u201314, https:\/\/doi.org\/10.1145\/3527927.3532801","DOI":"10.1145\/3527927.3532801"},{"key":"1794_CR60","doi-asserted-by":"publisher","unstructured":"Jung JY, Qiu S, Bozzon A, Gadiraju U (2022) Great chain of agents: the role of metaphorical representation of agents in conversational crowdsourcing. In: CHI Conference on Human Factors in Computing Systems, ACM, New Orleans LA USA, pp 1\u201322, https:\/\/doi.org\/10.1145\/3491102.3517653","DOI":"10.1145\/3491102.3517653"},{"key":"1794_CR61","doi-asserted-by":"publisher","unstructured":"Khadpe P, Krishna R, Fei-Fei L, Jeffrey Hancock T, Bernstein Michael S (2020) Conceptual metaphors impact perceptions of human-AI collaboration. In: Proceedings of the ACM on Human-Computer Interaction. https:\/\/doi.org\/10.1145\/3415234","DOI":"10.1145\/3415234"},{"key":"1794_CR62","doi-asserted-by":"crossref","unstructured":"Kirman B, Bates O, Lord C, Alter H (2022) Thinking outside the bag: worker-led speculation and the future of gig economy delivery platforms. In: DRS Biennial Conference Series, https:\/\/dl.designresearchsociety.org\/drs-conference-papers\/drs2022\/researchpapers\/107","DOI":"10.21606\/drs.2022.394"},{"key":"1794_CR63","doi-asserted-by":"crossref","unstructured":"Kliman-Silver C, Siy O, Awadalla K, Lentz A, Convertino G, Churchill E (2020) Adapting user experience research methods for AI-driven experiences. In: Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, pp 1\u20138","DOI":"10.1145\/3334480.3375231"},{"key":"1794_CR64","doi-asserted-by":"publisher","unstructured":"Kovaleva O, Romanov A, Rogers A, Rumshisky A (2019) Revealing the dark secrets of BERT. https:\/\/doi.org\/10.48550\/arXiv.1908.08593, arXiv:1908.08593","DOI":"10.48550\/arXiv.1908.08593"},{"issue":"9","key":"1794_CR65","first-page":"88","volume":"2","author":"CH Lin","year":"2014","unstructured":"Lin CH (2014) Rethinking design education\u2014a study for the importance of general education in design. Int J Lib Arts Soc Sci 2(9):88\u201397","journal-title":"Int J Lib Arts Soc Sci"},{"issue":"3","key":"1794_CR66","doi-asserted-by":"publisher","first-page":"1","DOI":"10.33621\/jdsr.v2i3.65","volume":"2","author":"S Lindgren","year":"2020","unstructured":"Lindgren S, Holmstr\u00f6m J (2020) A social science perspective on artificial intelligence: building blocks for a research agenda. J Dig Soc Res 2(3):1\u201315. https:\/\/doi.org\/10.33621\/jdsr.v2i3.65","journal-title":"J Dig Soc Res"},{"key":"1794_CR67","unstructured":"Littman ML (2021) Gathering strength, gathering storms: the one hundred year study on artificial intelligence (AI100). Tech. rep., Stanford University, https:\/\/ai100.stanford.edu\/2021-report\/gathering-strength-gathering-storms-one-hundred-year-study-artificial-intelligence"},{"key":"1794_CR68","doi-asserted-by":"publisher","unstructured":"Liu V, Chilton LB (2022) Design guidelines for prompt engineering text-to-image generative models. In: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, New York, NY, USA, CHI \u201922, pp 1\u201323, https:\/\/doi.org\/10.1145\/3491102.3501825","DOI":"10.1145\/3491102.3501825"},{"key":"1794_CR69","doi-asserted-by":"publisher","unstructured":"Llano MT, d\u2019Inverno M, Yee-King M, McCormack J, Ilsar A, Pease A, Colton S (2022) Explainable computational creativity. https:\/\/doi.org\/10.48550\/arXiv.2205.05682, arXiv:2205.05682","DOI":"10.48550\/arXiv.2205.05682"},{"key":"1794_CR70","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1016\/j.destud.2019.10.008","volume":"65","author":"P Lloyd","year":"2019","unstructured":"Lloyd P (2019) You make it and you try it out: seeds of design discipline futures. Des Stud 65:167\u2013181. https:\/\/doi.org\/10.1016\/j.destud.2019.10.008","journal-title":"Des Stud"},{"key":"1794_CR71","doi-asserted-by":"publisher","unstructured":"Lockton D, Singh D, Sabnis S, Chou M, Foley S, Pantoja A (2019) New metaphors: a workshop method for generating ideas and reframing problems in design and beyond. In: Proceedings of the 2019 on Creativity and Cognition, Association for Computing Machinery, New York, NY, USA, C &C \u201919, p 319-332, https:\/\/doi.org\/10.1145\/3325480.3326570","DOI":"10.1145\/3325480.3326570"},{"key":"1794_CR72","unstructured":"Lupetti ML, Smit I, Nicenboim I, Huisman G, Villaronga EF, Bedo V, Jongeling M (2020) Subversive citizen manual for the more-than-human city"},{"key":"1794_CR73","doi-asserted-by":"publisher","unstructured":"Lyons MJ (2020) Excavating \u201cExcavating AI\u201d: the elephant in the gallery. https:\/\/doi.org\/10.5281\/zenodo.4037538, arXiv:2009.01215","DOI":"10.5281\/zenodo.4037538"},{"key":"1794_CR74","doi-asserted-by":"publisher","unstructured":"Malsattar N, Kihara T, Giaccardi E (2019) Designing and prototyping from the perspective of AI in the wild. In: Proceedings of the 2019 on Designing Interactive Systems Conference, Association for Computing Machinery, New York, NY, USA, DIS \u201919, pp 1083\u20131088, https:\/\/doi.org\/10.1145\/3322276.3322351","DOI":"10.1145\/3322276.3322351"},{"issue":"1","key":"1794_CR75","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1080\/14626268.2016.1145127","volume":"27","author":"B Marenko","year":"2016","unstructured":"Marenko B, van Allen P (2016) Animistic design: how to reimagine digital interaction between the human and the nonhuman. Dig Creat 27(1):52\u201370. https:\/\/doi.org\/10.1080\/14626268.2016.1145127","journal-title":"Dig Creat"},{"issue":"1","key":"1794_CR76","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1023\/A:1013089404168","volume":"12","author":"JR McCardle","year":"2002","unstructured":"McCardle JR (2002) The challenge of integrating AI & smart technology in design education. Int J Technol Des Educ 12(1):59\u201376. https:\/\/doi.org\/10.1023\/A:1013089404168","journal-title":"Int J Technol Des Educ"},{"issue":"1","key":"1794_CR77","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1017\/S1355771819000451","volume":"25","author":"J McCormack","year":"2020","unstructured":"McCormack J, Hutchings P, Gifford T, Yee-King M, Llano MT, Dinverno M (2020) Design considerations for real-time collaboration with creative artificial intelligence. Organ Sound 25(1):41\u201352. https:\/\/doi.org\/10.1017\/S1355771819000451","journal-title":"Organ Sound"},{"key":"1794_CR78","unstructured":"Mital P (2016) Creative applications of deep learning. https:\/\/www.kadenze.com\/courses\/creative-applications-of-deep-learning-with-tensorflow-iv\/info"},{"key":"1794_CR79","unstructured":"Mital P (2021) Cultural appropriation with machine learning. http:\/\/pkmital.com\/home\/2021\/09\/01\/ucla-course-on-cultural-appropriation-with-machine-learning\/"},{"key":"1794_CR80","doi-asserted-by":"publisher","unstructured":"Mitchell M, Wu S, Zaldivar A, Barnes P, Vasserman L, Hutchinson B, Spitzer E, Raji ID, Gebru T (2019) Model cards for model reporting. In: Proceedings of the Conference on Fairness, Accountability, and Transparency, Association for Computing Machinery, New York, NY, USA, FAT* \u201919, pp 220\u2013229, https:\/\/doi.org\/10.1145\/3287560.3287596","DOI":"10.1145\/3287560.3287596"},{"key":"1794_CR81","unstructured":"Mohammad SM (2021) Ethics sheets for AI tasks. arXiv:2107.01183 [cs] 2107.01183"},{"key":"1794_CR85","doi-asserted-by":"crossref","unstructured":"Murray-Rust D, Tsiakas K (2022) EthicAmanuensis: supporting machine learning practitioners making and recording ethical decisions. In: International Conference on Tool with Artificial Intelligence","DOI":"10.1109\/ICTAI56018.2022.00195"},{"key":"1794_CR83","doi-asserted-by":"publisher","unstructured":"Murray-Rust D, Gorkovenko K, Burnett D, Richards D (2019) Entangled ethnography: towards a collective future understanding. In: Proceedings of the Halfway to the Future Symposium 2019, Association for Computing Machinery, New York, NY, USA, HTTF 2019, pp 1\u201310, https:\/\/doi.org\/10.1145\/3363384.3363405","DOI":"10.1145\/3363384.3363405"},{"key":"1794_CR82","doi-asserted-by":"crossref","unstructured":"Murray-Rust D, Elsden C, Nissen B, Tallyn E, Pschetz L, Speed C (2022a) Blockchain and beyond: understanding blockchains through prototypes and public engagement. Transactions on Computer-Human Interaction arXiv:2112.11891","DOI":"10.1145\/3503462"},{"key":"1794_CR84","doi-asserted-by":"publisher","unstructured":"Murray-Rust D, Nicenboim I, Lockton D (2022b) Metaphors for designers working with AI. In: DRS Biennial Conference Series, https:\/\/doi.org\/10.21606\/drs.2022.667","DOI":"10.21606\/drs.2022.667"},{"issue":"1","key":"1794_CR86","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1177\/1354856517715164","volume":"26","author":"S Natale","year":"2020","unstructured":"Natale S, Ballatore A (2020) Imagining the thinking machine: technological myths and the rise of artificial intelligence. Convergence 26(1):3\u201318. https:\/\/doi.org\/10.1177\/1354856517715164","journal-title":"Convergence"},{"key":"1794_CR88","doi-asserted-by":"publisher","unstructured":"Nicenboim I, Giaccardi E, S\u00f8ndergaard MLJ, Reddy AV, Strengers Y, Pierce J, Redstr\u00f6m J (2020) More-than-human design and AI: in conversation with agents. In: Companion Publication of the 2020 ACM Designing Interactive Systems Conference, ACM, Eindhoven Netherlands, pp 397\u2013400, https:\/\/doi.org\/10.1145\/3393914.3395912","DOI":"10.1145\/3393914.3395912"},{"key":"1794_CR87","unstructured":"Nicenboim I, Giaccardi E, Redstr\u00f6m J (2022) From explanations to shared understandings of AI. DRS Biennial Conference Series"},{"key":"1794_CR89","doi-asserted-by":"publisher","first-page":"120","DOI":"10.4135\/9781446278925.n7","volume-title":"Organizational ethnography: studying the complexities of everyday life","author":"D Nicolini","year":"2009","unstructured":"Nicolini D (2009) Zooming in and zooming out: a package of method and theory to study work practices. In: Worline M (ed) Organizational ethnography: studying the complexities of everyday life. SAGE Publications Ltd., pp 120\u2013138"},{"issue":"10","key":"1794_CR90","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1115\/1.2017-Oct-2","volume":"139","author":"AK Noor","year":"2017","unstructured":"Noor AK (2017) AI and the future of the machine design. Mech Eng 139(10):38\u201343. https:\/\/doi.org\/10.1115\/1.2017-Oct-2","journal-title":"Mech Eng"},{"key":"1794_CR91","unstructured":"OpenCV (1999) OpenCV. https:\/\/opencv.org\/"},{"key":"1794_CR92","unstructured":"PAIR (2020) People + AI Guidebook. https:\/\/pair.withgoogle.com\/guidebook"},{"key":"1794_CR93","first-page":"1","volume-title":"Creativity and cognition","author":"J Pierce","year":"2021","unstructured":"Pierce J (2021) Eccentric sensing devices: using conceptual design notes to understand design opportunities, limitations, and concerns connected to digital sensing. Creativity and cognition, vol 37. Association for Computing Machinery, New York, pp 1\u20131"},{"key":"1794_CR94","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1016\/j.destud.2017.10.007","volume":"56","author":"L Pschetz","year":"2018","unstructured":"Pschetz L, Bastian M (2018) Temporal design: rethinking time in design. Des Stud 56:169\u2013184. https:\/\/doi.org\/10.1016\/j.destud.2017.10.007","journal-title":"Des Stud"},{"key":"1794_CR95","doi-asserted-by":"publisher","unstructured":"Pschetz L, Pothong K, Speed C (2019) Autonomous distributed energy systems: problematising the invisible through design, drama and deliberation. In: Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, ACM, Glasgow Scotland Uk, pp 1\u201314, https:\/\/doi.org\/10.1145\/3290605.3300617","DOI":"10.1145\/3290605.3300617"},{"key":"1794_CR96","doi-asserted-by":"publisher","DOI":"10.1080\/07370024.2021.1927039","author":"A Rapp","year":"2021","unstructured":"Rapp A (2021) Wearable technologies as extensions: a postphenomenological framework and its design implications. Hum-Comput Interact. https:\/\/doi.org\/10.1080\/07370024.2021.1927039","journal-title":"Hum-Comput Interact"},{"key":"1794_CR97","doi-asserted-by":"publisher","DOI":"10.1007\/s00146-020-01088-7","author":"A Reddy","year":"2020","unstructured":"Reddy A, Nicenboim I, Pierce J, Giaccardi E (2020) Encountering ethics through design: a workshop with nonhuman participants. AI & SOC. https:\/\/doi.org\/10.1007\/s00146-020-01088-7","journal-title":"AI & SOC"},{"key":"1794_CR98","doi-asserted-by":"publisher","unstructured":"Reddy A, Kocaballi AB, Nicenboim I, S\u00f8ndergaard MLJ, Lupetti ML, Key C, Speed C, Lockton D, Giaccardi E, Gromm\u00e9 F, Robbins H, Primlani N, Yurman P, Sumartojo S, Phan T, Bed\u00f6 V, Strengers Y (2021) Making everyday things talk: speculative conversations into the future of voice interfaces at home. In: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, New York, NY, USA, CHI EA \u201921, pp 1\u201316, https:\/\/doi.org\/10.1145\/3411763.3450390","DOI":"10.1145\/3411763.3450390"},{"key":"1794_CR99","doi-asserted-by":"crossref","unstructured":"Redstr\u00f6m J, Wiltse H (2018) Changing things : the future of objects in a digital world. Bloomsbury Academic","DOI":"10.5040\/9781350004368"},{"key":"1794_CR100","unstructured":"Runway (2020) Runway\u2014Online Video Editor | Everything you need to edit video, fast. https:\/\/runwayml.com"},{"key":"1794_CR101","unstructured":"Samoli S, L\u00f3pez-Cobo M, G\u00f3mez E, De\u00a0Prato G, Mart\u00ednez-Plumed F, Delipetrev B (2020) AI watch: defining artificial intelligence: towards an operational definition and taxonomy of artificial intelligence. Tech. rep., Joint Research Centre, European Commission, https:\/\/data.europa.eu\/doi\/10.2760\/382730"},{"key":"1794_CR102","doi-asserted-by":"publisher","unstructured":"Sanches P, Howell N, Tsaknaki V, Jenkins T, Helms K (2022) Diffraction-in-action: designerly explorations of agential realism through lived data. In: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, New York, NY, USA, CHI \u201922, pp 1\u201318, https:\/\/doi.org\/10.1145\/3491102.3502029","DOI":"10.1145\/3491102.3502029"},{"issue":"1","key":"1794_CR103","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1080\/15710882.2014.888183","volume":"10","author":"EBN Sanders","year":"2014","unstructured":"Sanders EBN, Stappers PJ (2014) Probes, toolkits and prototypes: three approaches to making in codesigning. CoDesign 10(1):5\u201314. https:\/\/doi.org\/10.1080\/15710882.2014.888183","journal-title":"CoDesign"},{"issue":"1","key":"1794_CR104","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1007\/s10676-022-09624-3","volume":"24","author":"L Sartori","year":"2022","unstructured":"Sartori L, Theodorou A (2022) A sociotechnical perspective for the future of AI: narratives, inequalities, and human control. Ethics Inf Technol 24(1):4. https:\/\/doi.org\/10.1007\/s10676-022-09624-3","journal-title":"Ethics Inf Technol"},{"key":"1794_CR105","doi-asserted-by":"publisher","unstructured":"Scurto H, Caramiaux B, Bevilacqua F (2021) Prototyping machine learning through diffractive art practice. In: Designing Interactive Systems Conference 2021, Association for Computing Machinery, New York, NY, USA, DIS \u201921, pp 2013\u20132025, https:\/\/doi.org\/10.1145\/3461778.3462163","DOI":"10.1145\/3461778.3462163"},{"key":"1794_CR106","doi-asserted-by":"publisher","unstructured":"Seymour W, Van\u00a0Kleek M, Binns R, Murray-Rust D (2022) Respect as a lens for the design of AI systems. In: Proceedings of the 2022 AAAI\/ACM Conference on AI, Ethics, and Society, pp 641\u2013652, https:\/\/doi.org\/10.1145\/3514094.3534186, arXiv:2206.07555","DOI":"10.1145\/3514094.3534186"},{"key":"1794_CR107","doi-asserted-by":"publisher","unstructured":"Shen H, Deng WH, Chattopadhyay A, Wu ZS, Wang X, Zhu H (2021) Value cards: an educational toolkit for teaching social impacts of machine learning through deliberation. In: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, ACM, Virtual Event Canada, pp 850\u2013861, https:\/\/doi.org\/10.1145\/3442188.3445971","DOI":"10.1145\/3442188.3445971"},{"issue":"3","key":"1794_CR108","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1177\/0959354313514144","volume":"24","author":"J Shotter","year":"2014","unstructured":"Shotter J (2014) Agential realism, social constructionism, and our living relations to our surroundings: sensing similarities rather than seeing patterns. Theory Psychol 24(3):305\u2013325. https:\/\/doi.org\/10.1177\/0959354313514144","journal-title":"Theory Psychol"},{"key":"1794_CR109","doi-asserted-by":"publisher","DOI":"10.1007\/s43681-022-00167-3","author":"LC Siebert","year":"2022","unstructured":"Siebert LC, Lupetti ML, Aizenberg E, Beckers N, Zgonnikov A, Veluwenkamp H, Abbink D, Giaccardi E, Houben GJ, Jonker CM, van den Hoven J, Forster D, Lagendijk RL (2022) Meaningful human control: actionable properties for AI system development. AI and Ethics. https:\/\/doi.org\/10.1007\/s43681-022-00167-3","journal-title":"AI and Ethics"},{"key":"1794_CR110","unstructured":"Simeone L, Mantelli R, Adamo A (2022) Pushing divergence and promoting convergence in a speculative design process: considerations on the role of AI as a co-creation partner. In: DRS Biennial Conference Series"},{"issue":"4","key":"1794_CR111","doi-asserted-by":"publisher","first-page":"6","DOI":"10.1145\/3470492","volume":"28","author":"C Sinders","year":"2021","unstructured":"Sinders C, Ahmad S (2021) The labor behind the tools: using design thinking methods to examine content moderation software. Interactions 28(4):6\u20138. https:\/\/doi.org\/10.1145\/3470492","journal-title":"Interactions"},{"key":"1794_CR112","doi-asserted-by":"publisher","first-page":"6562","DOI":"10.1109\/ACCESS.2018.2887201","volume":"7","author":"J Singh","year":"2019","unstructured":"Singh J, Cobbe J, Norval C (2019) Decision provenance: harnessing data flow for accountable systems. IEEE Access 7:6562\u20136574. https:\/\/doi.org\/10.1109\/ACCESS.2018.2887201","journal-title":"IEEE Access"},{"key":"1794_CR113","unstructured":"Stappers PJ, Giaccardi E (2017) Research through design. In: The Encyclopedia of Human-Computer Interaction, The Interaction Design Foundation, https:\/\/www.interaction-design.org\/literature\/book\/the-encyclopedia-of-human-computer-interaction-2nd-ed\/research-through-design"},{"key":"1794_CR114","doi-asserted-by":"crossref","unstructured":"Stoffregen TA (2003) Affordances as properties of the animal-environment system. In: how shall affordances be refined? Four perspectives. Routledge","DOI":"10.1207\/S15326969ECO1502_2"},{"key":"1794_CR116","doi-asserted-by":"crossref","unstructured":"Subramonyam H, Seifert C, Adar E (2021a) Protoai: model-informed prototyping for AI-powered interfaces. In: 26th International Conference on Intelligent User Interfaces, pp 48\u201358","DOI":"10.1145\/3397481.3450640"},{"key":"1794_CR115","doi-asserted-by":"publisher","first-page":"1529","DOI":"10.1145\/3461778.3462012","volume":"2021","author":"H Subramonyam","year":"2021","unstructured":"Subramonyam H, Seifert C, Adar E (2021b) Towards a process model for co-creating AI experiences. Des Interact Syst Conf 2021:1529\u20131543. https:\/\/doi.org\/10.1145\/3461778.3462012","journal-title":"Des Interact Syst Conf"},{"key":"1794_CR117","doi-asserted-by":"publisher","first-page":"361","DOI":"10.4324\/9781003074991-32","volume-title":"Machine ethics and robot ethics","author":"L Suchman","year":"2020","unstructured":"Suchman L (2020) Agencies in technology design: feminist reconfigurations. Machine ethics and robot ethics. Routledge, London, pp 361\u2013375"},{"key":"1794_CR118","unstructured":"TensorFlow (2015) TensorFlow. https:\/\/www.tensorflow.org\/"},{"issue":"1","key":"1794_CR119","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1038\/s42256-019-0136-y","volume":"2","author":"A Theodorou","year":"2020","unstructured":"Theodorou A, Dignum V (2020) Towards ethical and socio-legal governance in AI. Nat Mach Intell 2(1):10\u201312. https:\/\/doi.org\/10.1038\/s42256-019-0136-y","journal-title":"Nat Mach Intell"},{"issue":"2","key":"1794_CR120","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1162\/comj_a_00600","volume":"45","author":"PA Tremblay","year":"2021","unstructured":"Tremblay PA, Roma G, Green O (2021) Enabling programmatic data mining as musicking: the fluid corpus manipulation toolkit. Comput Music J 45(2):9\u201323. https:\/\/doi.org\/10.1162\/comj_a_00600","journal-title":"Comput Music J"},{"key":"1794_CR121","doi-asserted-by":"publisher","unstructured":"Troiano GM, Wood M, Sonbudak MF, Padte RC, Harteveld C (2021) \"Are we now post-COVID?\": exploring post-COVID futures through a gamified story completion method. In: Designing Interactive Systems Conference 2021, Association for Computing Machinery, New York, NY, USA, pp 48\u201363, https:\/\/doi.org\/10.1145\/3461778.3462069","DOI":"10.1145\/3461778.3462069"},{"issue":"5","key":"1794_CR122","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1177\/10778004211069696","volume":"28","author":"J Vagg","year":"2022","unstructured":"Vagg J (2022) Experiencing-with data: exploring posthuman creativity through rhizomatic empathy. Qual Inq 28(5):541\u2013551. https:\/\/doi.org\/10.1177\/10778004211069696","journal-title":"Qual Inq"},{"key":"1794_CR123","unstructured":"van der Burg V, Salah AA, Chandrasegaran S, Lloyd P (2022) Ceci n\u2019est pas une chaise: emerging practices in designer-AI collaboration. DRS Biennial Conference Series"},{"key":"1794_CR125","doi-asserted-by":"crossref","unstructured":"Van der\u00a0Helm A, Stappers PJ (2020) Prototyping with a team: acting machines support shared understanding. In: DS 104: Proceedings of the 22nd International Conference on Engineering and Product Design Education (E &PDE 2020), VIA Design, VIA University in Herning, Denmark. 10th\u201311th September 2020","DOI":"10.35199\/EPDE.2020.23"},{"key":"1794_CR124","doi-asserted-by":"publisher","unstructured":"van der Vlist B, van de Westelaken R, Bartneck C, Hu J, Ahn R, Barakova E, Delbressine F, Feijs L (2008) Teaching machine learning to design students. In: Pan Z, Zhang X, El\u00a0Rhalibi A, Woo W, Li Y (eds) Technologies for E-Learning and Digital Entertainment, Springer, Berlin, Heidelberg, Lecture Notes in Computer Science, pp 206\u2013217, https:\/\/doi.org\/10.1007\/978-3-540-69736-7_23","DOI":"10.1007\/978-3-540-69736-7_23"},{"issue":"3","key":"1794_CR127","doi-asserted-by":"publisher","first-page":"387","DOI":"10.1007\/s11097-008-9099-x","volume":"7","author":"PP Verbeek","year":"2008","unstructured":"Verbeek PP (2008) Cyborg intentionality: rethinking the phenomenology of human-technology relations. Phenomenol Cogn Sci 7(3):387\u2013395. https:\/\/doi.org\/10.1007\/s11097-008-9099-x","journal-title":"Phenomenol Cogn Sci"},{"key":"1794_CR126","doi-asserted-by":"publisher","unstructured":"Verbeek PP (2020) Politicizing Postphenomenology. In: Miller G, Shew A (eds) Reimagining philosophy and technology, reinventing ihde, philosophy of engineering and technology. Springer International Publishing, Cham, pp 141\u2013155, https:\/\/doi.org\/10.1007\/978-3-030-35967-6_9","DOI":"10.1007\/978-3-030-35967-6_9"},{"key":"1794_CR128","doi-asserted-by":"crossref","unstructured":"Wang D, Churchill E, Maes P, Fan X, Shneiderman B, Shi Y, Wang Q (2020) From human\u2013human collaboration to human-AI collaboration: Designing AI systems that can work together with people. In: Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, pp 1\u20136","DOI":"10.1145\/3334480.3381069"},{"key":"1794_CR129","doi-asserted-by":"publisher","unstructured":"Wegener FE, Gon\u00e7alves MG, Dankfort Z (2019) Reflection-in-action when designing organizational processes: prototyping workshops for collective reflection-in-action. In: Proceedings of the Design Society: International Conference on Engineering Design 1(1):1255\u20131264. https:\/\/doi.org\/10.1017\/dsi.2019.131, https:\/\/www.cambridge.org\/core\/journals\/proceedings-of-the-international-conference-on-engineering-design\/article\/reflectioninaction-when-designing-organizational-processes-prototyping-workshops-for-collective-reflectioninaction\/E7E5E6EB5924415E90A585472389FDA8","DOI":"10.1017\/dsi.2019.131"},{"issue":"sup1","key":"1794_CR130","doi-asserted-by":"publisher","first-page":"S886","DOI":"10.1080\/14606925.2017.1353034","volume":"20","author":"B Westerlund","year":"2017","unstructured":"Westerlund B, Wetter-Edman K (2017) Dealing with wicked problems, in messy contexts, through prototyping. Des J 20(sup1):S886\u2013S899. https:\/\/doi.org\/10.1080\/14606925.2017.1353034","journal-title":"Des J"},{"key":"1794_CR131","doi-asserted-by":"publisher","unstructured":"Wiltse H (ed) (2020) Relating to things: design. In: Technology and the artificial. Bloomsbury Publishing Plc. https:\/\/doi.org\/10.5040\/9781350124288","DOI":"10.5040\/9781350124288"},{"issue":"6","key":"1794_CR133","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1145\/3274568","volume":"25","author":"JS Wong","year":"2018","unstructured":"Wong JS (2018) Design and fiction: imagining civic AI. Interactions 25(6):42\u201345. https:\/\/doi.org\/10.1145\/3274568","journal-title":"Interactions"},{"key":"1794_CR132","doi-asserted-by":"crossref","unstructured":"Wong RY, Van\u00a0Wyk E, Pierce J (2017) Real-fictional entanglements: using science fiction and design fiction to interrogate sensing technologies. In: Proceedings of the 2017 Conference on Designing Interactive Systems, pp 567\u2013579","DOI":"10.1145\/3064663.3064682"},{"key":"1794_CR134","doi-asserted-by":"crossref","unstructured":"Yang Q, Steinfeld A, Ros\u00e9 C, Zimmerman J (2020) Re-examining whether, why, and how human-AI interaction is uniquely difficult to design. In: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, pp 1\u201313","DOI":"10.1145\/3313831.3376301"},{"issue":"8","key":"1794_CR135","doi-asserted-by":"publisher","first-page":"1339","DOI":"10.1111\/j.1467-6486.2009.00859.x","volume":"46","author":"D Yanow","year":"2009","unstructured":"Yanow D, Tsoukas H (2009) What is reflection-in-action? A phenomenological account. J Manag Stud 46(8):1339\u20131364. https:\/\/doi.org\/10.1111\/j.1467-6486.2009.00859.x","journal-title":"J Manag Stud"},{"key":"1794_CR136","doi-asserted-by":"crossref","unstructured":"Yildirim N, Kass A, Tung T, Upton C, Costello D, Giusti R, Lacin S, Lovic S, O\u2019Neill JM, Meehan RO (2022) How experienced designers of enterprise applications engage AI as a design material. In: CHI Conference on Human Factors in Computing Systems, pp 1\u201313","DOI":"10.1145\/3491102.3517491"},{"key":"1794_CR137","doi-asserted-by":"publisher","unstructured":"Yildirim N, Oh C, Sayar D, Brand K, Challa S, Turri V, Crosby\u00a0Walton N, Wong AE, Forlizzi J, McCann J, Zimmerman J (2023) Creating design resources to scaffold the ideation of AI concepts. In: Proceedings of the 2023 ACM Designing Interactive Systems Conference, Association for Computing Machinery, New York, NY, USA, DIS \u201923, pp 2326\u20132346, https:\/\/doi.org\/10.1145\/3563657.3596058","DOI":"10.1145\/3563657.3596058"},{"key":"1794_CR138","unstructured":"Yun G, Cho K, Jeong Y, Nam TJ (2022) Ideasquares: utilizing generative text as a source of design inspiration. DRS Biennial Conference Series"},{"key":"1794_CR139","doi-asserted-by":"crossref","unstructured":"Yurrita M, Agate B, Murray-Rust D, Bozzon A (2022) Towards a multi-stakeholder value-based assessment framework for algorithmic systems. In: FAccT2022","DOI":"10.1145\/3531146.3533118"}],"container-title":["AI &amp; SOCIETY"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00146-023-01794-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00146-023-01794-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00146-023-01794-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T05:06:19Z","timestamp":1733202379000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00146-023-01794-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,30]]},"references-count":139,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2024,12]]}},"alternative-id":["1794"],"URL":"https:\/\/doi.org\/10.1007\/s00146-023-01794-y","relation":{},"ISSN":["0951-5666","1435-5655"],"issn-type":[{"value":"0951-5666","type":"print"},{"value":"1435-5655","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,10,30]]},"assertion":[{"value":"11 May 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 September 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 October 2023","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"On behalf of all authors, the corresponding author states that there is no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}