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Uncanny Valley

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Uncanny Valley



 
 
The uncanny valley is a hypothesis that when robot
Robot

A robot is a virtual or mechanical artificial agent. In practice, it is usually an Electromechanics which, by its appearance or movements, conveys a sense that it has Intention or Agency of its own....
s and other facsimiles of humans look and act almost like actual humans, it causes a response of revulsion among human observers. The "valley" in question is a dip in a proposed graph of the positivity of human reaction as a function of a robot's lifelikeness.

It was introduced by Japan
Japan

Japan is an island country in East Asia. Located in the Pacific Ocean, it lies to the east of the Sea of Japan, People's Republic of China, North Korea, South Korea and Russia, stretching from the Sea of Okhotsk in the north to the East China Sea and Taiwan in the south....
ese roboticist Masahiro Mori
Masahiro Mori

Masahiro Mori is a Japanese people roboticist noted for his pioneering work on the emotional response of humans to non-human entities, as well as for his views on religion and robots....
 in 1970, and has been linked to Ernst Jentsch's concept of "the uncanny
The Uncanny

The Uncanny is a Freudian concept of an instance where something can be familiar, yet foreign at the same time, resulting in a feeling of it being uncomfortably strange....
" identified in a 1906 essay, "On the Psychology of the Uncanny".






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The uncanny valley is a hypothesis that when robot
Robot

A robot is a virtual or mechanical artificial agent. In practice, it is usually an Electromechanics which, by its appearance or movements, conveys a sense that it has Intention or Agency of its own....
s and other facsimiles of humans look and act almost like actual humans, it causes a response of revulsion among human observers. The "valley" in question is a dip in a proposed graph of the positivity of human reaction as a function of a robot's lifelikeness.

It was introduced by Japan
Japan

Japan is an island country in East Asia. Located in the Pacific Ocean, it lies to the east of the Sea of Japan, People's Republic of China, North Korea, South Korea and Russia, stretching from the Sea of Okhotsk in the north to the East China Sea and Taiwan in the south....
ese roboticist Masahiro Mori
Masahiro Mori

Masahiro Mori is a Japanese people roboticist noted for his pioneering work on the emotional response of humans to non-human entities, as well as for his views on religion and robots....
 in 1970, and has been linked to Ernst Jentsch's concept of "the uncanny
The Uncanny

The Uncanny is a Freudian concept of an instance where something can be familiar, yet foreign at the same time, resulting in a feeling of it being uncomfortably strange....
" identified in a 1906 essay, "On the Psychology of the Uncanny". Jentsch's conception is famously elaborated upon by Sigmund Freud
Sigmund Freud

Sigmund Freud , born Sigismund Schlomo Freud , was an Austrian psychiatrist who founded the psychoanalysis of psychology. Freud is best known for his theories of the unconscious mind and the defense mechanism of Psychological repression and for creating the clinical practice of psychoanalysis for curing psychopathology through dialogue...
 in a 1919 essay titled "The Uncanny" ("Das Unheimliche"). A similar problem exists in realistic 3D
3D computer graphics

3D computer graphics are graphics that use a Cartesian coordinate system#Three-dimensional coordinate system representation of geometric data that is stored in the computer for the purposes of performing calculations and rendering 2D images....
 computer animation
Computer animation

Computer animation is the art of creating moving images with the use of computers. It is a subfield of computer graphics and animation....
, such as with the films Final Fantasy: The Spirits Within
Final Fantasy: The Spirits Within

Final Fantasy: The Spirits Within is a computer animated science fiction film by Hironobu Sakaguchi, the creator of the Final Fantasy series of console role-playing game....
, The Polar Express
The Polar Express (film)

The Polar Express is a 2004 in film Academy Awards-nominated film based on the The Polar Express by Chris Van Allsburg.The film, written, produced, and directed by Robert Zemeckis, is entirely live action using performance capture technology, which incorporates the movements of live actors into animated characters....
, and Beowulf
Beowulf (2007 film)

Beowulf is a 2007 in film performance capture fantasy film based on the Old English language Epic poetry Beowulf. Directed by Robert Zemeckis, the film was created through a motion capture process similar to the technique used in The Polar Express ....
, and games like Heavy Rain
Heavy Rain

Heavy Rain: The Origami Killer is an upcoming video game, developed by French studio Quantic Dream for the PlayStation 3. The game is being directed by Quantic Dream's founder and chief executive officer David Cage, who also wrote and directed the studio's two previous games, Omikron: The Nomad Soul and Fahrenheit ....
.

Hypothesis

Mori's hypothesis states that as a robot is made more humanlike in its appearance and motion, the emotional response from a human being to the robot will become increasingly positive and empathic
Empathy

Empathy is the capacity to share and understand another's emotion and feelings. It is often characterized as the ability to "put oneself into another's shoes", or in some way experience what the other person is feeling....
, until a point is reached beyond which the response quickly becomes that of strong repulsion. However, as the appearance and motion continue to become less distinguishable from a human being, the emotional response becomes positive once more and approaches human-to-human empathy levels.

This area of repulsive response aroused by a robot with appearance and motion between a "barely-human" and "fully human" entity is called the uncanny valley. The name captures the idea that a robot which is "almost human" will seem overly "strange" to a human being and thus will fail to evoke the empathetic response required for productive human-robot interaction.

Theoretical basis


The phenomenon can be explained by the notion that, if an entity is sufficiently non-humanlike, then the humanlike characteristics will tend to stand out and be noticed easily, generating empathy. On the other hand, if the entity is "almost human", then the non-human characteristics will be the ones that stand out, leading to a feeling of "strangeness" in the human viewer. In other words, a robot stuck inside the uncanny valley is no longer being judged by the standards of a robot doing a good job at pretending to be human, but is instead being judged by the standards of a human doing a terrible job at acting like a normal person.

Another possibility is that humanoid robot
Humanoid robot

A humanoid robot is a robot with its overall appearance based on that of the human body. In general humanoid robots have a torso with a head, two arms and two legs, although some forms of humanoid robots may model only part of the body, for example, from the waist up....
s exhibit many visual anomalies similar to the ones seen in seriously ill individuals and corpses, and so elicit the same instinctual alarm and revulsion. The reaction may become worse with robots because it is not a natural phenomenon, whereas the "uncanniness" of a corpse is more easily rationalised.

Another possibility is that the uncanny valley is a vestige of an instinct that prevented our species from interbreeding with other intelligent primates (e.g., Neanderthal
Neanderthal

The Neanderthal , or Neandertal, is an extinct member of the Homo genus that is known from Pleistocene specimens found in Europe and parts of western and central Asia....
).

Transhumanism

According to writer Jamais Cascio
Jamais Cascio

Jamais Cascio is a San Francisco Bay Area-based writer and ethical futurist.In the 1990s, Cascio worked for the futurist and scenario planning firm Global Business Network....
, a similar "uncanny valley" effect could show up when humans begin modifying themselves with transhuman
Transhuman

Transhuman is a term that refers to an human evolution transition from the human to the posthuman....
 enhancements (cf. body modification
Body modification

Body modification is the permanent or semi-permanent deliberate altering of the human anatomy for non-medical reasons, such as: sexual enhancement; a rite of passage; aesthetic reasons; denoting affiliation, trust and loyalty; religious reasons; mystical affiliations; shock value; and self-expression.....
), which aim to improve the abilities of the human body beyond what would normally be possible, be it eyesight, muscle
MUSCLE

MUSCLE is public domain, multiple sequence alignment software for protein and nucleotide sequences.MUSCLE is integrated into UGENE bioinformatics tool as a plugin....
 strength, or cognition
Cognition

Cognition is the science term for "the process of thought."Its usage varies in different ways in accord with different disciplines: For example, in psychology and cognitive science it refers to an information processing view of an individual's psychological Functionalism s....
. So long as these enhancements remain within a perceived norm of human behavior, a negative reaction is unlikely, but once individuals supplant normal human variety, revulsion can be expected. However, according to this theory, once such technologies gain further distance from human norms, "transhuman" individuals would cease to be judged on human levels and instead be regarded as separate entities altogether (this point is what has been dubbed "posthuman
Posthuman

Posthuman can have the following meanings:* Posthuman, a hypothetical future being whose basic capacities so radically exceed those of present humans as to be no longer human by our current standards....
"), and it is here that acceptance would rise once again out of the uncanny valley.

Criticism

Some roboticist
Roboticist

A roboticist designs, builds, programs, and experiments with robots. Since robotics is a highly interdisciplinary field, :category:roboticists often have backgrounds in a number of disciplines including computer science, mechanical engineering, electrical engineering, and computer engineering....
s have heavily criticized the theory, arguing that Mori had no basis for the rightmost part of his chart, as human-like robots have only recently become technically possible. David Hanson, a roboticist who has developed realistic robotic copies of several people, including Albert Einstein
Albert Einstein

Albert Einstein was a Germany-born theoretical physics. He is best known for his theory of relativity and specifically mass?energy equivalence, expressed by the equation E = mc2....
 and Philip K. Dick
Philip K. Dick

Philip Kindred Dick was an United States science fiction novelist, short story writer, and essayist. Dick explored sociological, political and metaphysics themes in novels dominated by monopoly corporations, Authoritarianism, and altered states of consciousness....
, said that the idea of the uncanny valley is "really pseudoscientific
Pseudoscience

Pseudoscience is any knowledge, methodology, belief, or practice that is claimed to be scientific, or that is made to appear to be scientific, but which does not adhere to the scientific method, lacks supporting evidence or plausibility, or otherwise lacks scientific status....
, but people treat it like it is science." Sara Kiesler, a human-robot interaction
Human robot interaction

Human-robot interaction is the study of interactions between people and robots. HRI is multidisciplinary with contributions from the fields of human-computer interaction, artificial intelligence, robotics, natural language understanding, and social science ....
 researcher at Carnegie Mellon University
Carnegie Mellon University

Carnegie Mellon University is a top private university research university in Pittsburgh. Since its inception, Carnegie Mellon has grown into a world-renowned institution, with numerous programs that are frequently college and university rankings among the best in the world....
, questioned uncanny valley's scientific status, stating, "We have evidence that it's true, and evidence that it's not."

Roboticist Dario Floreano
Dario Floreano

Dario Floreano is director of the Laboratory of Intelligent Systems at the ?cole Polytechnique F?d?rale de Lausanne in Switzerland. He is one of the pioneers in evolutionary robotics, a research field in which robots are evolved using artificial evolution....
 stated that the concept of the uncanny valley is not based on scientific evidence, but is taken seriously by the film industry
Film industry

The film industry consists of the technological and commercial institutions of filmmaking: i.e. production company, Movie studio, cinematography, film production, screenwriting, pre-production, post production, film festivals, Distribution ; and actors, film directors and other film crew....
 due to negative audience reactions to the animated baby in Pixar
Pixar

Pixar Animation Studios is a CGI animation production company based in Emeryville, California, United States. To date, the studio has earned twenty-two Academy Awards, four Golden Globes, and three Grammy, among many other awards, acknowledgments and achievements....
's 1988 short film Tin Toy
Tin Toy

Tin Toy is a 1988 Pixar Animation Studios short film using computer animation. It was directed by John Lasseter and won the 1989 Academy Award for Animated Short Film....
. People's cultural backgrounds may have a considerable influence on how androids are perceived, including their perception of the uncanny valley (which implies that one raised in a culture of transhumans may not see as uncanny individuals who would to a modern-day person seem uncanny).

Popular culture

  • In the 30 Rock
    30 Rock

    30 Rock is an United States television comedy series created by Tina Fey that currently airs on NBC. The series takes place behind the scenes of a fictional Live television sketch comedy series depicted as airing on NBC; the name "30 Rock" refers to the GE Building where NBC Studios is located and which has the address "30 Rockefeller Pla...
     episode "Succession
    Succession (30 Rock)

    "Succession" is the thirteenth List of 30 Rock episodes of NBC's 30 Rock of 30 Rock and the thirty-fourth episode overall. It was written by Andrew Guest and one of the seasons' co-executive producers, John Riggi; it was directed by Gail Mancuso....
    ", Frank Rossitano
    Frank Rossitano

    Francis "Frank" Rossitano is a fictional character played by Judah Friedlander on the United States television program 30 Rock....
     explains the uncanny valley concept, using a graph and Star Wars
    Star Wars

    Star Wars is an epic film space opera Media franchise initially conceived by George Lucas. The first film in the franchise was simply titled Star Wars Episode IV: A New Hope, but later had the subtitle Episode IV: A New Hope added to distinguish it from its sequels and prequels....
     examples, to try to convince Tracy Jordan
    Tracy Jordan

    Tracy Jordan is a fictional character on the United States television program 30 Rock, played by Tracy Morgan....
     that his dream of creating a pornographic video game is impossible.
  • The 2004 CGI animated film The Polar Express
    The Polar Express (film)

    The Polar Express is a 2004 in film Academy Awards-nominated film based on the The Polar Express by Chris Van Allsburg.The film, written, produced, and directed by Robert Zemeckis, is entirely live action using performance capture technology, which incorporates the movements of live actors into animated characters....
     was met with criticism from some reviewers who felt that the appearances of the characters were "creepy" or "eerie".


See also

  • Affective computing
    Affective computing

    Affective computing is a branch of the study and development of artificial intelligence that deals with the design of systems and devices that can recognize, interpret, and process human emotions....
  • Android science
    Android science

    Android science is a new interdisciplinary framework for studying human interaction and cognition based on the premise that a very humanlike robot can elicit human-directed social responses in human beings....
  • Bunraku
    Bunraku

    , also known as Ningyo joruri , is a form of traditional Japanese puppet theater, founded in Osaka, Osaka in 1684.Three kinds of performers take part in a bunraku performance:...
  • Frankenstein complex
    Frankenstein complex

    In Isaac Asimov's robot novels, the Frankenstein complex is a colloquial term for the fear of robots. Asimov's stories predict that the phobia will be widespread against machines that resemble people ....
  • Gynoid
    Gynoid

    Gynoid is a term used to describe a robot designed to look like a human female, as compared to an android modeled after a male. The term is not common, however, with android often being used to refer to both "genders" of robot....
  • RealDoll
    Realdoll

    The RealDoll is a life-size sex doll manufactured by Abyss Creations in San Marcos, California, California, and sold worldwide. It has a poseable Polyvinyl chloride skeleton with steel joints and silicone flesh, which is arguably the state-of-the-art for life-like human body simulation....
  • Virtual Woman
    Virtual Woman

    Virtual Woman is a software program that has elements of a chatterbot, virtual reality, artificial intelligence, a video game, and a virtual human....