The ‘uncanny valley’ has guided robot engineers on the limits of human likeness, yielding design principles to mitigate the risk of creepy robots. Yet unease with advancements in AI has exposed a new ‘uncanny valley of mind’, with researchers now exploring acceptable boundaries on simulating human intelligence, emotion, empathy and creativity.
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References
Mori, M. Bukimi no tani genshō [The uncanny valley phenomenon]. Energy 7, 33–35 (1970).
Diel, A., Weigelt, S. & MacDorman, K. F. A meta-analysis of the uncanny valley’s independent and dependent variables. ACM Trans. Hum.-Robot Interact. 11, 1–33 (2022).
Mori, M., MacDorman, K. F. & Kageki, N. The uncanny valley [from the field]. IEEE Robot. Autom. Mag. 19, 98–100 (2012).
Wang, S., Lilienfeld, S. O. & Rochat, P. The uncanny valley: existence and explanations. Rev. Gen. Psychol. 19, 393–407 (2015).
Cho, S., Dydynski, J. M. & Kang, C. Universality and specificity of the Kindchenschema: a cross-cultural study on cute rectangles. Psychol. Aesthet. Creat. Arts 16, 719–732 (2022).
Gray, K. & Wegner, D. M. Feeling robots and human zombies: mind perception and the uncanny valley. Cognition 125, 125–130 (2012).
Stein, J.-P. & Ohler, P. Venturing into the uncanny valley of mind – The influence of mind attribution on the acceptance of human-like characters in a virtual reality setting. Cognition 160, 43–50 (2017).
Cha, Y. et al. Compensating for the loss of human distinctiveness: the use of social creativity under human–machine comparisons. Comput. Hum. Behav. 103, 80–90 (2020).
MacDorman, K. F., Vasudevan, S. K. & Ho, C.-C. Does Japan really have robot mania? Comparing attitudes by implicit and explicit measures. AI Soc. 23, 485–510 (2009).
Złotowski, J., Yogeeswaran, K. & Bartneck, C. Can we control it? Autonomous robots threaten human identity, uniqueness, safety, and resources. Int. J. Hum. Comput. Stud. 100, 48–54 (2017).
Spatola, N. & MacDorman, K. F. Why real citizens would turn to artificial leaders. ACM Digit. Gov. Res. Pract. 2, 1–24 (2021).
Turkle, S. Authenticity in the age of digital companions. Interact. Stud. 8, 501–517 (2007).
Wallach, W. & Allen, C. Moral Machines: Teaching Robots Right from Wrong (Oxford Univ. Press, 2010).
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Stein, JP., MacDorman, K.F. After confronting one uncanny valley, another awaits. Nat Rev Electr Eng (2024). https://doi.org/10.1038/s44287-024-00041-w
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DOI: https://doi.org/10.1038/s44287-024-00041-w