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In this paper, we investigate the potential of\n            <jats:italic toggle=\"yes\">collaborative<\/jats:italic>\n            GenAI agents to augment teamwork in synchronous group settings through an exploratory study that engaged 25 professionals across 6 teams in speculative design workshops and individual follow-up interviews. Our workshops included a mixed reality\n            <jats:italic toggle=\"yes\">provotype<\/jats:italic>\n            to simulate embodied collaborative GenAI agents capable of actively participating in group discussions. Our findings suggest that, if designed well, collaborative GenAI agents offer valuable opportunities to enhance team problem-solving by challenging groupthink, bridging communication gaps, and reducing social friction. However, teams' willingness to integrate GenAI agents depended on its perceived fit across a number of individual, team, and organizational factors. We outline the key design tensions around agent representation, social prominence, and engagement and highlight the opportunities spatial and immersive technologies could offer to modulate GenAI influence on team outcomes and strike a balance between augmentation and agency.\n          <\/jats:p>","DOI":"10.1145\/3757595","type":"journal-article","created":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T17:32:00Z","timestamp":1760635920000},"page":"1-33","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Exploring Collaborative GenAI Agents in Synchronous Group Settings: Eliciting Team Perceptions and Design Considerations for the Future of Work"],"prefix":"10.1145","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0456-4028","authenticated-orcid":false,"given":"Janet G.","family":"Johnson","sequence":"first","affiliation":[{"name":"University of Michigan, Ann Arbor, MI, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-2794-2569","authenticated-orcid":false,"given":"Macarena","family":"Peralta","sequence":"additional","affiliation":[{"name":"University of Michigan, Ann Arbor, MI, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-0546-8758","authenticated-orcid":false,"given":"Mansanjam","family":"Kaur","sequence":"additional","affiliation":[{"name":"University of Michigan, Ann Arbor, MI, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-4474-9979","authenticated-orcid":false,"given":"Ruijie Sophia","family":"Huang","sequence":"additional","affiliation":[{"name":"University of Michigan, Ann Arbor, MI, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-6532-6999","authenticated-orcid":false,"given":"Sheng","family":"Zhao","sequence":"additional","affiliation":[{"name":"Tsinghua University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-6636-7087","authenticated-orcid":false,"given":"Ruijia","family":"Guan","sequence":"additional","affiliation":[{"name":"University of Michigan, Ann Arbor, MI, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7645-4488","authenticated-orcid":false,"given":"Shwetha","family":"Rajaram","sequence":"additional","affiliation":[{"name":"University of Michigan, Ann Arbor, MI, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3743-2387","authenticated-orcid":false,"given":"Michael","family":"Nebeling","sequence":"additional","affiliation":[{"name":"University of Michigan, Ann Arbor, MI, USA"}]}],"member":"320","published-online":{"date-parts":[[2025,10,16]]},"reference":[{"key":"e_1_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1207\/S15327051HCI1523_5"},{"key":"e_1_2_2_2_1","volume-title":"Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology. 1-3.","author":"Aikawa Yuya","unstructured":"Yuya Aikawa, Ryoya Tamura, Chunchen Xu, Xiao Ge, and Daigo Misaki. 2023. Introducing Augmented Post-it: An AR Prototype for Engaging Body Movements in Online GPT-Supported Brainstorming. In Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology. 1-3."},{"key":"e_1_2_2_3_1","first-page":"13","volume-title":"Proceedings of the AAAI\/ACM Conference on AI, Ethics, and Society","volume":"7","author":"Akbulut Canfer","year":"2024","unstructured":"Canfer Akbulut, Laura Weidinger, Arianna Manzini, Iason Gabriel, and Verena Rieser. 2024. All Too Human? Mapping and Mitigating the Risk from Anthropomorphic AI. In Proceedings of the AAAI\/ACM Conference on AI, Ethics, and Society, Vol. 7. 13-26."},{"key":"e_1_2_2_4_1","unstructured":"Irwin Altman. 1975. The environment and social behavior: privacy personal space territory and crowding. (1975)."},{"key":"e_1_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1080\/14626268.2013.767276"},{"key":"e_1_2_2_6_1","volume-title":"Proceedings of the designing interactive systems conference.","author":"Bardzell Shaowen","year":"2012","unstructured":"Shaowen Bardzell, Jeffrey Bardzell, Jodi Forlizzi, John Zimmerman, and John Antanitis. 2012. Critical design and critical theory: the challenge of designing for provocation. In Proceedings of the designing interactive systems conference."},{"key":"e_1_2_2_7_1","series-title":"Dagstuhl Seminar 23482","volume-title":"Social XR: The Future of Communication and Collaboration","author":"Billinghurst Mark","year":"2024","unstructured":"Mark Billinghurst, Pablo Cesar, Mar Gonzalez-Franco, Katherine Isbister, Julie Williamson, and Alexandra Kitson. 2024. Social XR: The Future of Communication and Collaboration (Dagstuhl Seminar 23482). (2024)."},{"key":"e_1_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/514236.514265"},{"key":"e_1_2_2_9_1","doi-asserted-by":"crossref","unstructured":"Eva Bittner Sarah Oeste-Rei\u00df and Jan Marco Leimeister. 2019. Where is the bot in our team? Toward a taxonomy of design option combinations for conversational agents in collaborative work. (2019).","DOI":"10.24251\/HICSS.2019.035"},{"key":"e_1_2_2_10_1","volume-title":"Design fiction: A short essay on design, science, fact, and fiction. Machine learning and the city: applications in architecture and urban design","author":"Bleecker Julian","year":"2022","unstructured":"Julian Bleecker. 2022. Design fiction: A short essay on design, science, fact, and fiction. 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Embardiment: an embodied ai agent for productivity in xr. arXiv preprint arXiv:2408.08158 (2024)."},{"key":"e_1_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3640794.3665563"},{"key":"e_1_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3640794.3665563"},{"key":"e_1_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3449287"},{"key":"e_1_2_2_16_1","first-page":"1","volume-title":"Proceedings of the ACM on Human-Computer Interaction","volume":"8","author":"Cao Shiye","year":"2024","unstructured":"Shiye Cao, Anqi Liu, and Chien-Ming Huang. 2024. Designing for Appropriate Reliance: The Roles of AI Uncertainty Presentation, Initial User Decision, and User Demographics in AI-Assisted Decision-Making. 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Toward Metaphor-Fluid Conversation Design for Voice User Interfaces. arXiv preprint arXiv:2502.11554 (2025)."},{"key":"e_1_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1037\/1076-898X.3.2.105"},{"key":"e_1_2_2_28_1","volume-title":"With a new preface by the authors: Design, Fiction, and Social Dreaming","author":"Dunne Anthony","unstructured":"Anthony Dunne and Fiona Raby. 2024. Speculative Everything, With a new preface by the authors: Design, Fiction, and Social Dreaming. MIT press."},{"key":"e_1_2_2_29_1","unstructured":"T Edward. 1966. Hall The hidden dimension."},{"key":"e_1_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.adj0998"},{"key":"e_1_2_2_31_1","first-page":"1","volume-title":"Proceedings of the ACM on Human-Computer Interaction","volume":"7","author":"Eloy Lucca","year":"2023","unstructured":"Lucca Eloy, Cara Spencer, Emily Doherty, and Leanne Hirshfield. 2023. 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Blended Whiteboard: Physicality and Reconfigurability in Remote Mixed Reality Collaboration. In Proceedings of the CHI Conference on Human Factors in Computing Systems. 1-16."},{"key":"e_1_2_2_41_1","volume-title":"Proceedings of the CHI Conference on Human Factors in Computing Systems. 1-14","author":"Han Yuanning","year":"2024","unstructured":"Yuanning Han, Ziyi Qiu, Jiale Cheng, and RAY LC. 2024. When Teams Embrace AI: Human Collaboration Strategies in Generative Prompting in a Creative Design Task. 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In Proceedings of the 3rd Annual Meeting of the Symposium on Human-Computer Interaction for Work. 1-14."},{"key":"e_1_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3567721"},{"key":"e_1_2_2_45_1","volume-title":"Proceedings of the ACM Collective Intelligence Conference. 18-28","author":"Heyman Jennifer L","year":"2024","unstructured":"Jennifer L Heyman, Steven R Rick, Gianni Giacomelli, Haoran Wen, Robert Laubacher, Nancy Taubenslag, Max Knicker, Younes Jeddi, Pranav Ragupathy, Jared Curhan, et al., 2024. Supermind Ideator: How Scaffolding Human-AI Collaboration Can Increase Creativity. In Proceedings of the ACM Collective Intelligence Conference. 18-28."},{"key":"e_1_2_2_46_1","volume-title":"John W Stafford, Alan Martin, and Mauro Dragone.","author":"Holz Thomas","year":"2011","unstructured":"Thomas Holz, Abraham G Campbell, Gregory MP O'Hare, John W Stafford, Alan Martin, and Mauro Dragone. 2011. Mira-mixed reality agents. International journal of human-computer studies, Vol. 69, 4 (2011), 251-268."},{"key":"e_1_2_2_47_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-53303-w"},{"key":"e_1_2_2_48_1","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-015-7372-6","volume-title":"Proceedings of the Fifth European Conference on Computer Supported Cooperative Work. Springer, 205-220","author":"Hughes John A","year":"1997","unstructured":"John A Hughes, Wolfgang Prinz, Tom Rodden, Kjeld Schmidt, and Toni Robertson. 1997. Cooperative work and lived cognition: a taxonomy of embodied actions. In Proceedings of the Fifth European Conference on Computer Supported Cooperative Work. Springer, 205-220."},{"key":"e_1_2_2_49_1","volume-title":"Proceedings of the 2024 ACM Designing Interactive Systems Conference. 224-245","author":"Hsing-Chi Hwang Angel","year":"2024","unstructured":"Angel Hsing-Chi Hwang, John Oliver Siy, Renee Shelby, and Alison Lentz. 2024. In Whose Voice?: Examining AI Agent Representation of People in Social Interaction through Generative Speech. In Proceedings of the 2024 ACM Designing Interactive Systems Conference. 224-245."},{"key":"e_1_2_2_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445270"},{"key":"e_1_2_2_51_1","first-page":"237","volume-title":"Proceedings of the Augmented Humans International Conference","author":"Imamura Shota","year":"2024","unstructured":"Shota Imamura, Hirotaka Hiraki, and Jun Rekimoto. 2024. Serendipity Wall: A Discussion Support System Using Real-time Speech Recognition and Large Language Model. In Proceedings of the Augmented Humans International Conference 2024. 237-247."},{"key":"e_1_2_2_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544549.3585657"},{"key":"e_1_2_2_53_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11023-010-9206-y"},{"key":"e_1_2_2_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445093"},{"key":"e_1_2_2_55_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581444"},{"key":"e_1_2_2_56_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517653"},{"key":"e_1_2_2_57_1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.psych.57.102904.190156"},{"key":"e_1_2_2_58_1","volume-title":"Conducting interaction: Patterns of behavior in focused encounters","author":"Kendon Adam","unstructured":"Adam Kendon. 1990. Conducting interaction: Patterns of behavior in focused encounters. Vol. 7. CUP Archive."},{"key":"e_1_2_2_59_1","doi-asserted-by":"publisher","DOI":"10.1145\/3415234"},{"key":"e_1_2_2_60_1","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642917"},{"key":"e_1_2_2_61_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISMAR.2018.00039"},{"key":"e_1_2_2_62_1","doi-asserted-by":"publisher","DOI":"10.1109\/VR46266.2020.00074"},{"key":"e_1_2_2_63_1","volume-title":"Why human-AI relationships need socioaffective alignment. arXiv preprint arXiv:2502.02528","author":"Kirk Hannah Rose","year":"2025","unstructured":"Hannah Rose Kirk, Iason Gabriel, Chris Summerfield, Bertie Vidgen, and Scott A Hale. 2025. Why human-AI relationships need socioaffective alignment. arXiv preprint arXiv:2502.02528 (2025)."},{"key":"e_1_2_2_64_1","doi-asserted-by":"publisher","DOI":"10.1145\/2442106.2442109"},{"key":"e_1_2_2_65_1","first-page":"1","volume-title":"Proceedings of the ACM on human-computer interaction","volume":"4","author":"Koch Janin","year":"2020","unstructured":"Janin Koch, Nicolas Taffin, Michel Beaudouin-Lafon, Markku Laine, Andr\u00e9s Lucero, and Wendy E Mackay. 2020. Imagesense: An intelligent collaborative ideation tool to support diverse human-computer partnerships. Proceedings of the ACM on human-computer interaction, Vol. 4, CSCW1 (2020), 1-27."},{"key":"e_1_2_2_66_1","doi-asserted-by":"publisher","DOI":"10.1002\/acp.1699"},{"key":"e_1_2_2_67_1","doi-asserted-by":"publisher","DOI":"10.3389\/frvir.2021.786665"},{"key":"e_1_2_2_68_1","volume-title":"Proceedings of the 11th International Conference on Digital and Interactive Arts.","author":"Yuying Tang Ray","year":"2023","unstructured":"Ray LC and Yuying Tang. 2023. Speculative Design with Generative AI: Applying Stable Diffusion and ChatGPT to imagining climate change futures. In Proceedings of the 11th International Conference on Digital and Interactive Arts."},{"key":"e_1_2_2_69_1","unstructured":"Hao-Ping Hank Lee Advait Sarkar Lev Tankelevitch Ian Drosos Sean Rintel Richard Banks and Nicholas Wilson. 2025. The Impact of Generative AI on Critical Thinking: Self-Reported Reductions in Cognitive Effort and Confidence Effects From a Survey of Knowledge Workers. (2025)."},{"key":"e_1_2_2_70_1","volume-title":"Do LLM Agents Exhibit Social Behavior? arXiv preprint arXiv:2312.15198","author":"Leng Yan","year":"2023","unstructured":"Yan Leng and Yuan Yuan. 2023. Do LLM Agents Exhibit Social Behavior? arXiv preprint arXiv:2312.15198 (2023)."},{"key":"e_1_2_2_71_1","first-page":"1","volume-title":"Proceedings of the ACM on Human-Computer Interaction","volume":"8","author":"Leong Joanne","year":"2024","unstructured":"Joanne Leong, John Tang, Edward Cutrell, Sasa Junuzovic, Gregory Paul Baribault, and Kori Inkpen. 2024. Dittos: Personalized, Embodied Agents That Participate in Meetings When You Are Unavailable. Proceedings of the ACM on Human-Computer Interaction, Vol. 8, CSCW2 (2024), 1-28."},{"key":"e_1_2_2_72_1","volume-title":"Haijun Xia, and Yun Huang.","author":"Liu Yiren","year":"2024","unstructured":"Yiren Liu, Pranav Sharma, Mehul Jitendra Oswal, Haijun Xia, and Yun Huang. 2024. PersonaFlow: Boosting Research Ideation with LLM-Simulated Expert Personas. arXiv preprint arXiv:2409.12538 (2024)."},{"key":"e_1_2_2_73_1","volume-title":"Towards human-ai deliberation: Design and evaluation of llm-empowered deliberative ai for ai-assisted decision-making. arXiv preprint arXiv:2403.16812","author":"Ma Shuai","year":"2024","unstructured":"Shuai Ma, Qiaoyi Chen, Xinru Wang, Chengbo Zheng, Zhenhui Peng, Ming Yin, and Xiaojuan Ma. 2024. Towards human-ai deliberation: Design and evaluation of llm-empowered deliberative ai for ai-assisted decision-making. arXiv preprint arXiv:2403.16812 (2024)."},{"key":"e_1_2_2_74_1","volume-title":"Opportunities, Challenges, and Design Guidelines. arXiv preprint arXiv:2309.13879","author":"Mahmood Amama","year":"2023","unstructured":"Amama Mahmood, Junxiang Wang, Bingsheng Yao, Dakuo Wang, and Chien-Ming Huang. 2023. 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