WorkAI: A Toolkit for the Design of AI-driven Future of Work
Shadan Sadeghian, Migle Bareikyte, Marcus Burkhardt, Marc Hassenzahl
Abstract
The proliferation of (semi-)autonomous and learning interactive systems (i.e., artificial intelligence-driven, AI) will significantly change work practices. While AI promises an immense increase in performance, it also has novel experiential, social, cultural, and ethical implications. Unlike conventional systems, AI's potential agency and decision-making capabilities will turn AI-driven systems into counterparts and, at best, collaborators. We used a speculative, participatory approach to collect narratives about current and future work practices with AI, their conditions, and consequences. This informed ''WorkAI'', a card deck and a canvas to support the design of AI-driven work. The twenty cards encourage participants to apply important aspects such as reliability/trust or meaning to collaboration with AI. The toolkit was developed in two iterations. It provided structure to the discussion and stimulated questions that facilitated the development of future narratives about working with AI.
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Install the CLIlune papers get 84e5c685-fdb0-4c19-84b8-1bbf018dd064Cited by top-tier papers2
- What If We Work Together? Fostering Reflections on Designer Inclusion in Open Source Software Through Speculative DesignRozhan Hozhabri Nezhad, Jin L.C. Guo, Jinghui ChengCSCW 2026
- AI in the Workplace: The Impact of AI on Perceived Job Decency and MeaningfulnessKuntal Ghosh, Marc Hassenzahl, Shadan SadeghianCSCW 2026
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