Do You Mind? User Perceptions of Machine Consciousness
Open accessAbstract
The prospect of machine consciousness cultivates controversy across media, academia, and industry. Assessing whether non-experts perceive technologies as conscious, and exploring the consequences of this perception, are yet unaddressed challenges in Human Computer Interaction (HCI). To address them, we surveyed 100 people, exploring their conceptualisations of consciousness and if and how they perceive consciousness in currently available interactive technologies. We show that many people already perceive a degree of consciousness in GPT-3, a voice chat bot, and a robot vacuum cleaner. Within participant responses we identified dynamic tensions between denial and speculation, thinking and feeling, interaction and experience, control and independence, and rigidity and spontaneity. These tensions can inform future research into perceptions of machine consciousness and the challenges it represents for HCI. With both empirical and theoretical contributions, this paper emphasises the importance of HCI in an era of machine consciousness, real, perceived or denied.
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Many people already assign some degree of consciousness to existing LLMs.
“in practice, many people already assign some degree of consciousness to existing LLMs (Colombatto and Fleming, 2024;Guingrich and Graziano, 2024;Scott et al., 2023).”
From Does It Make Sense to Speak of Introspection in Large Language Models? (2025) · cites this paper as Scott et al., 2023
There is converging evidence from studies employing different materials and measures that supports the findings.
“However, we note converging evidence from studies employing different materials and measures (Scott et al. 2023).”
From Folk psychological attributions of consciousness to large language models (2024) · cites this paper as Scott et al. 2023
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Giudici, M., Padalino, L., Paolino, G., Paratici, I., Pascu, A. I., & Garzotto, F. (2024) · Designs · doi:10.3390/designs8030043 · Cited by 40 · see citing works
Exploring the application of LLM-based AI in UX design: an empirical case study of ChatGPT
Zhou, Z., Li, Y., & Yu, J. (2024) · Human-Computer Interaction · doi:10.1080/07370024.2024.2420991 · Cited by 29 · see citing works
Anthis, J. R., Pauketat, J. V. T., Ladak, A., & Manoli, A. (2025) · Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3713329 · Cited by 24 · see citing works
A Map of Exploring Human Interaction Patterns with LLM: Insights into Collaboration and Creativity
Li, J., Li, J., & Su, Y. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-60615-1_5 · Cited by 26 · see citing works
Zhou, Y., & Chen, C. (2025) · Design and Artificial Intelligence · doi:10.1016/j.daai.2025.100017 · Cited by 24 · see citing works
Ladak, A., Harris, J., & Anthis, J. R. (2024) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3613904.3642403 · Cited by 14 · see citing works
Interrogating AI: Characterizing Emergent Playful Interactions with ChatGPT
Nikghalb, M. R., & Cheng, J. (2025) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3711015 · Cited by 19 · see citing works
Lodovico, C. D., Torrielli, F., Di, L., & Rapp, A. (2025) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2025.2491009 · Cited by 12 · see citing works
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Ladak, A., Wilks, M., Loughnan, S., & Anthis, J. R. (2025) · International Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3713130 · Cited by 19 · see citing works
Mindful Explanations: Prevalence and Impact of Mind Attribution in XAI Research
Hindennach, S., Shi, L., Miletić, F., & Bulling, A. (2024) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3641009 · Cited by 10 · see citing works
Exploring User Expectations and Perceived Creepiness in AI: A Study on Furhat and ChatGPT
Jarsve, T., Malkomsen, E. R., Woźniak, P. W., & Niess, J. (2024) · Nordic Conference on Human-Computer Interaction · doi:10.1145/3677045.3685428 · Cited by 8 · see citing works
Self-citationWorld‐making for a future with sentient AI
Pauketat, J. V. T., Ladak, A., & Anthis, J. R. (2024) · British Journal of Social Psychology · doi:10.1111/bjso.12844 · Cited by 8 · see citing works
Living Alongside Areca: Exploring Human Experiences with Things Expressing Thoughts and Emotions
Cho, H., & Nam, T.-J. (2025) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3713228 · Cited by 7 · see citing works
Characterizing Relationships with Companion and Assistant Large Language Models
Manoli, A., Pauketat, J. V. T., & Anthis, J. R. (2025) · ACM Conference on Computer Supported Cooperative Work (CSCW) · doi:10.1145/3715070.3749245 · Cited by 8 · see citing works
Using LLMs for self-care: User and counsellor perspectives
Wester, J., de Jong, S., Pohl, H., & van Berkel, N. (2025) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2025.103589 · Cited by 6 · see citing works
Kang, B., Kim, J., Yun, T., Bae, H., & Kim, C.-E. (2026) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2025.100901 · Cited by 6 · see citing works
LLM Cognitive Judgements Differ from Human
Lamprinidis, S. (2024) · Frontiers of artificial intelligence, ethics and multidisciplinary applications. · doi:10.1007/978-981-99-9836-4_2 · Cited by 6 · see citing works
Kang, B., Kim, J., Yun, T.-R., Bae, H., & Kim, C.-E. (2025) · arXiv · doi:10.48550/arxiv.2502.15365 · Cited by 6
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AI and its consequences for the written word
Hellström, T. (2024) · Frontiers in Artificial Intelligence · doi:10.3389/frai.2023.1326166 · Cited by 4 · see citing works
Does It Make Sense to Speak of Introspection in Large Language Models?
Comsa, I. M., & Shanahan, M. (2025) · arXiv · doi:10.48550/arxiv.2506.05068 · Cited by 3 · see citing works
“…on the possibility of consciousness in AI systems (Aru et al., 2023; Butlin et al., 2023; Overgaard and Kirkeby-Hinrup, 2024), in practice, many people already assign some degree of consciousness to existing LLMs (Colombatto and Fleming, 2024; Guingrich and Graziano, 2024; Scott et al., 2023).”
Reimagining Human-Thing Interactions Through Iterative Posthumanist Design Speculations
Cho, H. (2024) · Designing Interactive Systems Conference · doi:10.1145/3656156.3665125 · Cited by 4 · see citing works
'Poker with Play Money': Exploring Psychotherapist Training with Virtual Patients
Baseman, C. M., Hasan, M., Swinger, N., Rauch, S. A. M., Hoque, M. E., & Arriaga, R. I. (2025) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3757450 · Cited by 3 · see citing works
Hu, P., Wang, L., Chang, D., Zhu, Z., Chen, Y., Ren, Z., & Dumayi, H. (2026) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2025.2605181 · Cited by 3 · see citing works
Rise of the Machines: Exploring the Emergence of Machine Consciousness
Adewusi, M. A., Wasiu, A. A., Odekeye, O. T., & Kazibwe, S. (2024) · European Journal of Theoretical and Applied Sciences · doi:10.59324/ejtas.2024.2(4).48 · Cited by 3 · see citing works
Reflections on using the story completion method in designing tangible user interfaces
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A comprehensive taxonomy of machine consciousness
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Kong, B., & Liang, R. (2025) · Designing Interactive Systems Conference · doi:10.1145/3715336.3735761 · Cited by 2 · see citing works
Anthropomorphisme : des animaux aux machines
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How metacognitive architectures remember their own thoughts: a systematic scoping review
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How IT Professionals Perceive Artificial Intelligence Myths
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Attributing Mental States to Non-Embodied Autonomous Systems: A Systematic Review
Wischnewski, M. (2025) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3706599.3719988 · Cited by 2 · see citing works
ChatGPT for Use Case Design in Work Integrated Learning
Kumar, K. (2025) · Lecture notes in networks and systems · doi:10.1007/978-981-96-0201-8_29
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The Concept of Co-Action: Its Roots and its Place in the Philosophy of Technology
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Mind in the Machine? Cross-Disciplinary Perceptions of Consciousness in Artificial Intelligence
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The Intimate Equivalent: IoT Appliance Areca
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Woźniak, P. W., Niess, J., Dominiak, J., Scott, A. E., Sienkiewicz, B., Strömel, K. R., Walczak, A., & Woźniak, M. P. (2026) · Designing Interactive Systems Conference · doi:10.1145/3800645.3812982
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Large language model attributes and perceived moral agency of artificial moral advisors
Liew, T. W., Tan, S.-M., Lee, Y. Y., Gan, C. L., & Chan, T. J. (2026) · Frontiers in Artificial Intelligence · doi:10.3389/frai.2026.1901532
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- Authors
- Scott, A. E., Neumann, D., Niess, J., & Woźniak, P. W.
- Affiliations
- University College London (GB)
- University of St.Gallen (CH)
- University of Oslo (NO)
- Chalmers University of Technology (SE)
- Venue
- Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems
- Publisher
- ACM
- Published
- 2023-04-19
- Pages
- 1-19
- OpenAlex
- W4366550433
- Cited by
- 46
- References
- 116
- Citations by year
- 2026: 13 · 2025: 17 · 2024: 15 · 2023: 1
- FWCI
- 23.02
- Type
- conference paper
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- CHI Conference on Human Factors in Computing Systems (publishedVersion, cc-by)
- UCL Discovery (University College London) (submittedVersion, cc-by)
- Open access LMU (Ludwid Maxmilian's Universitat Munchen) (submittedVersion, cc-by)
- Chalmers Research (Chalmers University of Technology) (submittedVersion)
- Alexandria (UniSG) (University of St.Gallen) (submittedVersion, other-oa)
- Funders
- Swedish Research Council (2022-03196)
- Leverhulme Trust (DS-2017-026)
- Topics
- Social Sciences › Psychology › Social Psychology › Social Robot Interaction and HRI
- Physical Sciences › Computer Science › Human-Computer Interaction › Innovative Human-Technology Interaction
- Social Sciences › Arts and Humanities › History and Philosophy of Science › Cybernetics and Technology in Society
- Keywords
- artificial consciousness, user perception, GPT-3, chatbots, robot vacuum cleaners, human-robot interaction, AI ethics
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