Masahiro Mori is a Japanese roboticist and Buddhist thinker whose 1970 essay “Bukimi no Tani Genshō” (不気味の谷現象, later translated as “The Uncanny Valley”) fundamentally shaped how designers approach human-like artificial entities. His concept of the uncanny valley has influenced decades of robot, animation, and AI design, establishing a critical framework for understanding human psychological responses to non-human entities that appear almost—but not quite—human.
The Uncanny Valley Hypothesis
Mori’s most significant contribution is the identification of a critical phenomenon in human-robot interaction:
- Core Concept: Mori proposed that as robots become more human-like in appearance and movement, human affinity for them increases—but only up to a certain point. When robots become very human-like but still noticeably artificial, they trigger a strong feeling of unease or revulsion (the “uncanny valley”).
- Visual Model: He presented this relationship as a graph, with human likeness on the x-axis and affinity on the y-axis, showing a dramatic dip (the “valley”) before reaching complete human resemblance.
- Movement Factor: Mori emphasized that movement amplifies the effect—a moving almost-human entity is more unsettling than a static one.
- Examples: He illustrated his theory using examples ranging from industrial robots and prosthetic hands to corpses and zombies, placing them along the continuum of human likeness and emotional response.
- Design Implications: Mori suggested that designers should avoid this valley, either by making robots obviously non-human or by striving for perfect human replication—though he advised pursuing the former approach.
Background and Career
Mori’s work spanned both technical and philosophical domains:
- Academic Career: Served as a professor at the Tokyo Institute of Technology where he conducted robotics research.
- Robotics Work: Focused on robotic hands and prosthetics, practical areas that informed his theories about human responses to artificial limbs.
- Buddhist Influence: His thinking was significantly shaped by Buddhist philosophy, particularly concepts of human nature and spiritual presence.
- Later Career: Founded the Mukta Research Institute, which explored connections between robotics, Buddhism, and human existence.
- Public Recognition: While initially his work received modest attention, the uncanny valley concept eventually gained international recognition and influenced global design practices.
Cultural Impact
Mori’s ideas have had far-reaching influence:
- Design Philosophy: His theory has guided design choices for robots, animated characters, and virtual humans across industries, with many designers deliberately creating stylized rather than realistic characters to avoid the uncanny valley.
- Japanese Robotics: In Japan, his ideas influenced many robot designers to favor cute, clearly non-human appearances for social robots (like Sony’s AIBO) rather than pursuing realism.
- Global Lexicon: “Uncanny valley” has entered the general lexicon as a concept applied beyond robotics to fields including CGI animation, video game design, prosthetics, and AI development.
- Academic Research: Sparked decades of research into human perception of non-human entities, with scholars across disciplines testing and expanding on his hypothesis.
- Philosophical Discourse: His work bridges engineering and philosophy, raising questions about what makes humans respond to artificial entities as social beings.
Perspective on Human-Robot Relationships
Beyond the uncanny valley, Mori articulated broader views on robotics:
- Buddhist Framework: He approached robotics through a Buddhist lens, considering how artificial creations relate to concepts of consciousness and being.
- Beyond Replication: Mori cautioned against the goal of perfectly replicating humans, suggesting that robots should develop along their own path rather than simply mimicking human form.
- Spiritual Elements: He explored the idea that human response to robots involves spiritual and emotional dimensions beyond mere visual recognition.
- Ethics of Creation: Raised early questions about the ethical implications of creating increasingly human-like machines.
- Harmony Priority: Emphasized that robot design should prioritize harmonious human-robot relationships rather than technical achievement for its own sake.
Connection to Digital Twins
Mori’s work has implications for digital twin development:
- His insights help explain why photorealistic digital humans often fail to create comfort and engagement compared to stylized representations.
- The uncanny valley suggests potential challenges in creating digital twins that replicate human appearance but may fall short on behavior or micro-expressions.
- Alternative approaches to digital twin representation may be more effective by deliberately avoiding hyperrealism in favor of stylized representations.
- Digital twins with animated or cartoon-like representations may create stronger affinity than those striving for perfect human replication.
Connections
- Influenced the design philosophy behind AIBO and other Japanese robots
- Core concept relevant to Japanese AI Companionship
- Work connected to Japanese Techno-Animism
- Ideas applied in development of Physical AI Embodiment
- Concept informs design decisions in Digital Twins
- Research related to AI Personhood issues
- Work contrasts with approach of Hiroshi Ishiguro who deliberately explores the uncanny valley
References
- Mori, M. (2012). The uncanny valley. IEEE Robotics & Automation Magazine, 19(2), 98-100 (English translation of his 1970 article)
- MacDorman, K. F., & Ishiguro, H. (2006). The uncanny advantage of using androids in cognitive and social science research
- DeepResearch - The Roots of Japanese AI Companionship