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When BCIs have APIs: Design Fictions of Everyday Brain-Computer Interface Adoption

Authors:

Richmond Y. Wong,

John ChuangAuthors Info & Claims

DIS '18: Proceedings of the 2018 Designing Interactive Systems Conference

Pages 1359 - 1371

https://doi.org/10.1145/3196709.3196746

Published: 08 June 2018 Publication History

Abstract

In this paper, we use design fiction to explore the social implications for adoption of brain-computer interfaces (BCI). We argue that existing speculations about BCIs are incomplete: they discuss fears about radical changes in types of control, at the expense of discussing more traditional types of power that emerge in everyday experience, particularly via labor. We present a design fiction in which a BCI technology creates a new type of menial labor, using workers' unconscious reactions to assist algorithms in performing a sorting task. We describe how such a scenario could unfold through multiple sites of interaction: the design of an API, a programmer's question on StackOverflow, an internal memo from a dating company, and a set of forum posts about laborers' experience using the designed system. Through these fictions, we deepen and expand conversations around what kinds of (everyday) futures BCIs could create.

References

[1]

Peter M. Asaro. 2000. Transforming society by transforming technology: The science and politics of participatory design. Accounting, Management and Information Technologies 10, 4: 257--290.

[2]

James Auger. 2013. Speculative design: crafting the speculation. Digital Creativity 24, 1: 11--35.

[3]

Jeff Barr and Luis Felipe Cabrera. 2006. AI gets a brain. ACM QueueQueue 4, 4: 24--29.

Digital Library

[4]

Genevieve Bell and Paul Dourish. 2007. Yesterday's tomorrows: Notes on ubiquitous computing's dominant vision. Personal and Ubiquitous Computing 11: 133-- 143.

Digital Library

[5]

Julian Bleecker. 2009. Design Fiction: A Short Essay on Design, Science, Fact and Fiction. Retrieved from http://www.nearfuturelaboratory.com/2009/03/17/desig n-fiction-a-short-essay-on-design-science-fact-andfiction/

[6]

Mark Blythe. 2014. Research through design fiction: Narrative in Real and Imaginary Abstracts. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI '14), 703--712.

Digital Library

[7]

Torie Bosch. Sci-Fi Writer Bruce Sterling Explains the Intriguing New Concept of Design Fiction. Slate.com. Retrieved September 20, 2016 from http://www.slate.com/blogs/future_tense/2012/03/02/br uce_sterling_on_design_fictions_.html

[8]

Barry Brown, Julian Bleecker, Marco D'Adamo, Pedro Ferreira, Joakim Formo, Mareike Glöss, Maria Holm, Kristina Höök, Eva-Carin Banka Johnson, Emil Kaburuan, Anna Karlsson, Elsa Kosmack-Vaara, Jarmo Laaksolahti, Airi Lampinen, Lucian Leahu, Vincent Lewandowski, Donald McMillan, Anders Mellbratt, Johanna Mercurio, Cristian Norlin, Nicolas Nova, Stefania Pizza, Asreen Rostami, Mårten Sundquist, Konrad Tollmar, Vasiliki Tsaknaki, Jinyi Wang, Charles Windlin, and Mikael Ydholm. 2016. The IKEA Catalogue: Design Fiction in Academic and Industrial Collaborations. In Proceedings of the 19th International Conference on Supporting Group Work (GROUP '16), 335--344.

Digital Library

[9]

Kirsten V. Brown. Facebook Literally Wants to Read Your Thoughts. Blog post. Gizmodo. Retrieved September 18, 2017 from http://gizmodo.com/facebook-literally-wants-to-readyour-thoughts-1794471569

[10]

Jenna Burrell. 2016. How the machine "thinks": Understanding opacity in machine learning algorithms. Big Data & Society 3, 1: 1--12.

[11]

Adrian Chen. 2014. The Laborers Who Keep Dick Pics and Beheadings Out of Your Facebook Feed. Wired. Retrieved January 4, 2018 from http://www.wired.com/2014/10/content-moderation/

[12]

Computing Community Consortium (CCC). 2015. Privacy by Design-Engineering Privacy. Workshop 3 Report. Retrieved from http://cra.org/ccc/wpcontent/uploads/sites/2/2015/12/PbD3-WorkshopReport-v2.pdf

[13]

Paul Coulton, Joseph Lindley, Miriam Sturdee, and Michael Stead. 2017. Design Fiction as World Building. Proceedings of the 3nd Biennial Research Through Design Conference, March: 1--16.

[14]

CTRL-labs. 2017. CTRL-labs: all your interface are belong to us. Web page. Retrieved September 18, 2017 from https://ctrl-labs.com/

[15]

Max T Curran, Nick Merrill, John Chuang, and Swapan Gandhi. 2017. One-step, three-factor authentication in a single earpiece. In Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers on - UbiComp '17, 21--24.

Digital Library

[16]

Lynn Dombrowski, Adriana Alvarado Garcia, and Jessica Despard. 2017. Low-Wage Precarious Workers' Sociotechnical Practices Working Towards Addressing Wage Theft. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17), 4585--4598.

Digital Library

[17]

Lynn Dombrowski, Ellie Harmon, and Sarah Fox. 2016. Social Justice-Oriented Interaction Design. In Proceedings of the 2016 ACM Conference on Designing Interactive Systems (DIS '16), 656--671.

Digital Library

[18]

Paul Dourish and Genevieve Bell. 2011. Divining a Digital Future: Mess and Mythology in Ubiquitous Computing. The MIT Press, Cambridge, Massachusetts.

Digital Library

[19]

Paul Dourish and Genevieve Bell. 2013. "Resistance is futile": reading science fiction alongside ubiquitous computing. Personal and Ubiquitous Computing 18, 4: 769--778.

Digital Library

[20]

Paul Dourish and Scott D Mainwaring. 2012. Ubicomp's colonial impulse. In Proceedings of the 2012 ACM Conference on Ubiquitous Computing (UbiComp '12), 133.

Digital Library

[21]

Hamid Ekbia and Bonnie Nardi. 2016. Social Inequality and HCI: The View from Political Economy. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI '16), 4997--5002.

Digital Library

[22]

Emotiv Inc. 2017. Emotiv. Web page. Retrieved September 18, 2017 from https://www.emotiv.com/

[23]

Verena Fuchsberger, Thomas Meneweger, Daniela Wurhofer, and Manfred Tscheligi. 2017. Apply Now! Fictional Job Postings as an Instrument to Discuss Interactive Futures ofWork. In Proceedings of the 2017 Conference on Designing Interactive Systems (DIS '17), 581--586.

Digital Library

[24]

Tarleton Gillespie. 2010. The politics of "platforms." New Media & Society 12, 3: 347--364.

[25]

Melissa Gregg. 2011. Work's Intimacy. Polity, Cambridge.

[26]

Ellie Harmon, Chris Bopp, and Amy Voida. 2017. The Design Fictions of Philanthropic IT: Stuck Between an Imperfect Present and an Impossible Future. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17).

Digital Library

[27]

Sabrina Hauser, Audrey Desjardins, and Ron Wakkary. 2014. Sfuture: envisioning a sustainable university campus in 2065. In Proceedings of the 2014 companion publication on Designing interactive systems (DIS Companion '14), 29--32.

Digital Library

[28]

Lily Hay Newman. 2017. It's not always AI that sifts through your sensitive info. Wired.com. Retrieved January 4, 2018 from https://www.wired.com/story/not-always-ai-that-siftsthrough-sensitive-info-crowdsourced-labor/

[29]

Johannes Hohne, Martijn Schreuder, Benjamin Blankertz, and Michael Tangermann. 2010. Twodimensional auditory P300 Speller with predictive text system. In Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE, 4185--4188.

[30]

Jeff Howe. 2006. The Rise of Crowdsourcing. Wired Magazine 14, 1--5. Retrieved from https://www.wired.com/2006/06/crowds/

[31]

Interaxon. 2017. Muse: the brain sensing headband. Web page. Retrieved September 18, 2017 from http://www.choosemuse.com/

[32]

Lilly C Irani and M. Six Silberman. 2013. Turkopticon: Interrupting worker invisibility in amazon mechanical turk. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI '13), 611.

Digital Library

[33]

David Kirby. 2010. The Future is Now: Diegetic Prototypes and the Role of Popular Films in Generating Real-world Technological Development. Social Studies of Science 40, 1: 41--70.

[34]

Joshua A. Kroll, Solon Barocas, Eward W. Felten, Joel R. Reidenberg, David G. Robinson, and Harlan Yu. 2017. Accountable Algorithms. University of Pennsylvania Law Review 165: 633--706.

[35]

Steven Levy. 2017. Brain-Machine Interface Isn't SciFi Anymore. Wired.com. Retrieved January 7, 2018 from https://www.wired.com/story/brain-machineinterface-isnt-sci-fi-anymore/

[36]

Joseph Lindley and Paul Coulton. 2015. Back to the Future: 10 Years of Design Fiction. In Proceedings of the 2015 British HCI Conference (British HCI '15 ), 210--211.

Digital Library

[37]

Joseph Lindley and Paul Coulton. 2016. Pushing the Limits of Design Fiction: The Case For Fictional Research Papers. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI '16), 4032--4043.

Digital Library

[38]

Joseph Lindley, Paul Coulton, and Miriam Sturdee. 2017. Implications for Adoption. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17), 265--277.

Digital Library

[39]

Joseph Lindley, Dhruv Sharma, and Robert Potts. 2015. Operationalizing Design Fiction with Anticipatory Ethnography. In Ethnographic Praxis in Industry Conference, 58--71.

[40]

Nick Merrill and John Chuang. 2018. From Scanning Brains to Reading Minds?: Talking to Engineers about Brain-Computer Interface. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI '18).

Digital Library

[41]

Michael J. Muller and Sarah Kuhn. 1993. Participatory design. Communications of the ACM 36, 6: 24--28.

Digital Library

[42]

Near Future Laboratory. TBD Catalog. Retrieved July 18, 2017 from http://tbdcatalog.com/index.html

[43]

Neurable Inc. 2017. neurable. Web page. Retrieved September 18, 2017 from http://www.neurable.com/

[44]

NeuroSky. 2017. NeuroSky: Body and Mind. Quantified. Web page. Retrieved September 18, 2017 from http://neurosky.com/

[45]

Christena E. Nippert-Eng. 1996. Home and Work: Negotiating Boundaries through Everyday Life. University of Chicago Press, Chicago.

[46]

Lucas Nolan. 2017. Facebook working on braincomputer interface to translate thoughts to text. Breitbart.com. Retrieved January 4, 2018 from http://www.breitbart.com/tech/2017/04/27/facebookworking-on-brain-computer-interface-to-translatethoughts-to-text/

[47]

Nicolas Nova, Katherine Miyake, Walton Chiu, and Nancy Kwon. 2012. Curious rituals: Gestural interaction in the digital everyday. Retrieved from http://curiousrituals.wordpress.com

[48]

Greig de Peuter. 2011. Creative Economy and Labor Precarity: A Contested Convergence. Journal of Communication Inquiry 35, 4: 417--425.

[49]

James Pierce and Eric Paulos. 2014. Some variations on a counterfunctional digital camera. In Proceedings of the 2014 conference on Designing interactive systems (DIS '14), 131--140.

Digital Library

[50]

Sarah T. Roberts. 2016. Commercial Content Moderation: Digital Laborers' Dirty Work. The Intersectional Internet: Race, Sex, Class and Culture Online: 1--12.

[51]

Alex Rosenblat and Luke Stark. 2016. Uber's Drivers: Information Asymmetries and Control in Dynamic Work. International Journal of Communication, 10: 27.

[52]

Nathan Shedroff and Christopher Noessel. 2012. Make it So: Interaction Design Lessons from Science Fiction. Rosenfield Media, Brooklyn, New York.

[53]

Michael Skirpan and Casey Fiesler. 2018. Ad Empathy: A Design Fiction. In Proceedings of the 2018 ACM Conference on Supporting Groupwork (GROUP '18), 267--273.

Digital Library

[54]

Eliza Strickland. 2017. Facebook Announces "Typingby-Brain" Project. Blog. IEEE Spectrum: The Human OS. Retrieved September 18, 2017 from https://spectrum.ieee.org/the-humanos/biomedical/bionics/facebook-announces-typing-bybrain-project

[55]

Miriam Sturdee, Paul Coulton, Joseph G. Lindley, Mike Stead, Haider Ali, and Andy Hudson-Smith. 2016. Design Fiction: How to Build a Voight-Kampff Machine. In Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA '16), 375--386.

Digital Library

[56]

Lucy Suchman. 2006. Human--machine reconfigurations: Plans and situated actions. Cambridge University Press, Cambridge.

Digital Library

[57]

Joshua Tanenbaum, Marcel Pufal, and Karen Tanenbaum. 2016. The Limits of Our Imagination: Design Fiction as a Strategy for Engaging with Dystopian Futures. In Proceedings of the Second Workshop on Computing within Limits (LIMITS '16).

Digital Library

[58]

Joshua Tanenbaum, Karen Tanenbaum, and Ron Wakkary. 2012. Steampunk as design fiction. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI '12), 1583.

Digital Library

[59]

Tiziana Terranova. 2004. Network Culture: Politics for the Information Age. Pluto Press, London.

Digital Library

[60]

Tim Urban. 2017. Neuralink and the Brain's Magical Future. Webpage. Wait But Why. Retrieved May 30, 2017 from https://waitbutwhy.com/2017/04/neuralink.html

[61]

Jessica Vitak, Katie Shilton, and Zahra Ashktorab. 2016. Beyond the Belmont Principles: Ethical Challenges, Practices, and Beliefs in the Online Data Research Community. In Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW '16), 939--951.

Digital Library

[62]

Richmond Y. Wong and Steven J. Jackson. 2015. Wireless Visions: Infrastructure, Imagination, and U.S. Spectrum Policy. In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW '15).

Digital Library

[63]

Richmond Y. Wong and Deirdre K. Mulligan. 2016. When a Product Is Still Fictional: Anticipating and Speculating Futures through Concept Videos. In Proceedings of the 2016 ACM Conference on Designing Interactive Systems (DIS '16), 121--133.

Digital Library

[64]

Richmond Y. Wong, Ellen Van Wyk, and James Pierce. 2017. Real - Fictional Entanglements: Using Science Fiction and Design Fiction to Interrogate Sensing Technologies. In Proceedings of the 2017 ACM Conference on Designing Interactive Systems (DIS '17).

Digital Library

[65]

Shoshana Zuboff. 1988. In the Age of the Smart Machine: The Future of Work and Power. Basic Books, New York.

Digital Library

Cited By

Hohendanner MUllstein CMiyamoto DHuffman ESocher GGrossklags JOsawa H(2024)Metaverse Perspectives from Japan: A Participatory Speculative Design Case StudyProceedings of the ACM on Human-Computer Interaction10.1145/36869398:CSCW2(1-51)Online publication date: 8-Nov-2024
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Jing FBerger SBecerra Sandoval JPepper KWheeler AMayoral PLokesh DFeng AMijalkovic MBao CDholakia SGoyal M(2024)Designing for Agonism: 12 Workers' Perspectives on Contesting Technology FuturesProceedings of the ACM on Human-Computer Interaction10.1145/36410018:CSCW1(1-25)Online publication date: 26-Apr-2024
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Semertzidis NZambetta FMueller F(2023)Brain-Computer Integration: A Framework for the Design of Brain-Computer Interfaces from an Integrations PerspectiveACM Transactions on Computer-Human Interaction10.1145/360362130:6(1-48)Online publication date: 25-Sep-2023
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Index Terms

When BCIs have APIs: Design Fictions of Everyday Brain-Computer Interface Adoption
1. Social and professional topics

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cover image ACM Conferences

DIS '18: Proceedings of the 2018 Designing Interactive Systems Conference

June 2018

1418 pages

ISBN:9781450351980

DOI:10.1145/3196709

General Chairs:
Ilpo Koskinen
University of Twente
,
Youn-kyung Lim
KAIST
,
Program Chairs:
Teresa Cerratto-Pargman
Stockholm University
,
Kenny Chow
The Hong Kong Polytechnic University
,
William Odom
Simon Fraser University

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Published: 08 June 2018

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June 9 - 13, 2018

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DIS '18 Paper Acceptance Rate 107 of 487 submissions, 22%;

Overall Acceptance Rate 1,158 of 4,684 submissions, 25%

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Cited By

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https://dl.acm.org/doi/10.1145/3686939
Jing FBerger SBecerra Sandoval JPepper KWheeler AMayoral PLokesh DFeng AMijalkovic MBao CDholakia SGoyal M(2024)Designing for Agonism: 12 Workers' Perspectives on Contesting Technology FuturesProceedings of the ACM on Human-Computer Interaction10.1145/36410018:CSCW1(1-25)Online publication date: 26-Apr-2024
https://dl.acm.org/doi/10.1145/3641001
Semertzidis NZambetta FMueller F(2023)Brain-Computer Integration: A Framework for the Design of Brain-Computer Interfaces from an Integrations PerspectiveACM Transactions on Computer-Human Interaction10.1145/360362130:6(1-48)Online publication date: 25-Sep-2023
https://dl.acm.org/doi/10.1145/3603621
Hohendanner MUllstein CBuchmeier YGrossklags J(2023)Exploring the Reflective Space of AI Narratives Through Speculative Design in Japan and GermanyProceedings of the 2023 ACM Conference on Information Technology for Social Good10.1145/3582515.3609554(351-362)Online publication date: 6-Sep-2023
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Haghighi NJörke MMohsen YCuadra ALanday J(2023)A Workshop-Based Method for Navigating Value Tensions in Collectively Speculated WorldsProceedings of the 2023 ACM Designing Interactive Systems Conference10.1145/3563657.3595992(1676-1692)Online publication date: 10-Jul-2023
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Krings KBohn NHille NLudwig T(2023)“What if everyone is able to program?” – Exploring the Role of Software Development in Science FictionProceedings of the 2023 CHI Conference on Human Factors in Computing Systems10.1145/3544548.3581436(1-13)Online publication date: 19-Apr-2023
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Lillywhite BWolbring G(2023)Having the Ability to Have a Good Life: What Might Be the Impact of BCIs?Policy, Identity, and Neurotechnology10.1007/978-3-031-26801-4_8(117-150)Online publication date: 27-Apr-2023
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Loureiro-Koechlin CCordoba-Pachon JCoventry LDemetriou SWeir C(2022)Vision: Design Fiction for CybersecurityProceedings of the 2022 European Symposium on Usable Security10.1145/3549015.3554295(79-84)Online publication date: 29-Sep-2022
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