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Sophia is a female social
humanoid robot A humanoid robot is a robot resembling the human body in shape. The design may be for functional purposes, such as interacting with human tools and environments and working alongside humans, for experimental purposes, such as the study of bipeda ...
developed in 2016 by the
Hong Kong Hong Kong)., Legally Hong Kong, China in international treaties and organizations. is a special administrative region of China. With 7.5 million residents in a territory, Hong Kong is the fourth most densely populated region in the wor ...
–based company
Hanson Robotics Hanson Robotics Limited is a Hong Kong–based engineering and robotics company founded by David Hanson, known for its development of human-like robots with artificial intelligence (AI) for consumer, entertainment, service, healthcare, and rese ...
. Sophia was activated on 14 February 2016, and made her first public appearance in mid-March 2016 at
South by Southwest South by Southwest (SXSW) is an annual conglomeration of parallel film, interactive media, and music festivals and Convention (meeting), conferences organized jointly that take place in mid-March in Austin, Texas. It began in 1987 and has conti ...
(SXSW) in
Austin, Texas Austin ( ) is the List of capitals in the United States, capital city of the U.S. state of Texas. It is the county seat and most populous city of Travis County, Texas, Travis County, with portions extending into Hays County, Texas, Hays and W ...
, United States. Sophia was marketed as a "social robot" who can mimic social behaviour and induce feelings of love in humans. SOPHIA has been covered by media around the globe, and has participated in many high-profile interviews. In October 2017 Sophia was granted Saudi Arabian citizenship, becoming the first robot to receive legal personhood in any country. In November 2017 Sophia was named the
United Nations Development Programme The United Nations Development Programme (UNDP) is a United Nations agency tasked with helping countries eliminate poverty and achieve sustainable economic growth and human development. The UNDP emphasizes on developing local capacity towar ...
's first Innovation Champion, and is the first non-human to be given a
United Nations The United Nations (UN) is the Earth, global intergovernmental organization established by the signing of the Charter of the United Nations, UN Charter on 26 June 1945 with the stated purpose of maintaining international peace and internationa ...
title. According to David Hanson Sophia's
source code In computing, source code, or simply code or source, is a plain text computer program written in a programming language. A programmer writes the human readable source code to control the behavior of a computer. Since a computer, at base, only ...
is about 70%
open source Open source is source code that is made freely available for possible modification and redistribution. Products include permission to use and view the source code, design documents, or content of the product. The open source model is a decentrali ...
. A paper describing one of Sophia's open-source subsystems, called "Open Arms", was submitted to 36th Conference on Neural Information Processing Systems (
NeurIPS The Conference and Workshop on Neural Information Processing Systems (abbreviated as NeurIPS and formerly NIPS) is a machine learning and computational neuroscience conference held every December. Along with ICLR and ICML, it is one of the three ...
2022).


History

Sophia was first activated on
Valentine's Day Valentine's Day, also called Saint Valentine's Day or the Feast of Saint Valentine, is celebrated annually on February 14. It originated as a Christian feast day honoring a Christian martyrs, martyr named Saint Valentine, Valentine, and ...
, on 14 February 2016. The robot, modelled after the
Ancient Egypt Ancient Egypt () was a cradle of civilization concentrated along the lower reaches of the Nile River in Northeast Africa. It emerged from prehistoric Egypt around 3150BC (according to conventional Egyptian chronology), when Upper and Lower E ...
ian Queen
Nefertiti Nefertiti () () was a queen of the Eighteenth Dynasty of Egypt, 18th Dynasty of Ancient Egypt, the Great Royal Wife, great royal wife of Pharaoh Akhenaten. Nefertiti and her husband were known for their radical overhaul of state religious poli ...
,
Audrey Hepburn Audrey Kathleen Hepburn ( Ruston; 4 May 1929 – 20 January 1993) was a British actress. Recognised as a film and fashion icon, she was ranked by the American Film Institute as the third-greatest female screen legend from the Classical Holly ...
, and its inventor's wife, Amanda Hanson, is known for its human-like appearance and behaviour compared to previous robotic variants. Sophia imitates human gestures and facial expressions and is able to answer certain questions and to make simple conversation on predefined topics (e.g. the weather). Hanson has said that he designed Sophia to be a suitable companion for the elderly at nursing homes, to help crowds at large events or parks, or to serve in customer service, therapy, and educational applications and that he hopes it can ultimately interact with other humans sufficiently to gain
social skills A social skill is any competence facilitating interaction and communication with others where social rules and relations are created, communicated, and changed in verbal and nonverbal ways. The process of learning these skills is called socia ...
. On 11 October 2017 Sophia was introduced to the
United Nations The United Nations (UN) is the Earth, global intergovernmental organization established by the signing of the Charter of the United Nations, UN Charter on 26 June 1945 with the stated purpose of maintaining international peace and internationa ...
with a brief conversation with the
Deputy Secretary-General of the United Nations The deputy secretary-general of the United Nations is the deputy to the Secretary-General of the United Nations, secretary-general of the United Nations. The office was created to handle many of the administrative responsibilities of the secretar ...
,
Amina J. Mohammed Amina Jane Mohammed (born 27 June 1961) is a Nigerian-British diplomat and politician who is serving as the 5th Deputy Secretary-General of the United Nations. Previously, she was Nigerian Minister of Environment from 2015 to 2016 and was a p ...
. On 25 October 2017, when Sophia was scheduled to appear at the Future Investment Summit in
Riyadh Riyadh is the capital and largest city of Saudi Arabia. It is also the capital of the Riyadh Province and the centre of the Riyadh Governorate. Located on the eastern bank of Wadi Hanifa, the current form of the metropolis largely emerged in th ...
, the Saudi Ministry for Culture and Information issued a press release on the Saudi
Center for International Communication The Saudi Center for Government Communication (CGC) is a Saudi Arabian government media organization established in August 2017 by the Minister of Culture and Information (MOCI). The Saudi Gazette described the CGC's purpose at its launch as "b ...
website, announcing that Saudi Arabia was granting citizenship to Sophia. At the Summit the host interviewing Sophia announced that "We just learned, Sophia – I hope you are listening to me – you have been awarded what is going to be the first
Saudi Saudi or Saudi Arabian may refer to: * Saudi Arabia * Saudis, people from Saudi Arabia * Saudi culture, the culture of Saudi Arabia * House of Saud, the ruling family of Saudi Arabia See also *Saud (disambiguation) The House of Saud The H ...
citizenship for a robot", making Sophia the first robot to receive legal personhood in any country. In an interview, Hanson stated that he had been taken by surprise by this turn of events. On 21 November 2017 Sophia was named the
United Nations Development Programme The United Nations Development Programme (UNDP) is a United Nations agency tasked with helping countries eliminate poverty and achieve sustainable economic growth and human development. The UNDP emphasizes on developing local capacity towar ...
's first Innovation Champion for Asia and the Pacific. The announcement was made at the Responsible Business Forum in
Singapore Singapore, officially the Republic of Singapore, is an island country and city-state in Southeast Asia. The country's territory comprises one main island, 63 satellite islands and islets, and one outlying islet. It is about one degree ...
, an event hosted by the UNDP in Asia and the Pacific and Global Initiatives. On stage, she was assigned her first task by UNDP Asia Pacific Chief of Policy and Program, Jaco Cilliers. Social media users have used Sophia's citizenship to criticise Saudi Arabia's human rights record. In December 2017 Sophia's creator David Hanson said in an interview that Sophia would use her citizenship to advocate for women's rights in her new country of citizenship. In 2019 Sophia displayed the ability to create drawings, including portraits. The algorithms used to enable Sophia to draw were developed and adapted by Patrick Tresset. In 2021 a self-portrait created by Sophia sold for nearly US$700,000 at auction. Sophia has at least nine robot humanoid "siblings" who were also created by
Hanson Robotics Hanson Robotics Limited is a Hong Kong–based engineering and robotics company founded by David Hanson, known for its development of human-like robots with artificial intelligence (AI) for consumer, entertainment, service, healthcare, and rese ...
. They are Alice,
Albert HUBO HUBO (; designated KHR-3) is a walking humanoid robot, head mounted on a life-size walking bipedal frame, developed by the Korea Advanced Institute of Science and Technology (KAIST) and released on January 6, 2005. According to Hubo's creator ...
,
BINA48 BINA48 (Breakthrough Intelligence via Neural Architecture 48*) is a robotic face combined with chatbot functionalities, enabling simple conversation facilities. BINA48 is owned by Martine Rothblatt's Terasem Movement. It was developed by Hanson R ...
, Han, Jules, Professor Einstein, Philip K. Dick Android, Zeno, and Joey Chaos. In 2019 to 2020, Hanson released "Little Sophia" as a companion that could teach children how to code, including support for Python, Blockly, and Raspberry Pi.


Software

Sophia's intelligence software is designed by Hanson Robotics. According to its founder, David Hanson, Sophia's source code is about 70% open source. A
computer vision Computer vision tasks include methods for image sensor, acquiring, Image processing, processing, Image analysis, analyzing, and understanding digital images, and extraction of high-dimensional data from the real world in order to produce numerical ...
algorithm processes input from cameras within Sophia's eyes, giving Sophia visual information on its surroundings. It can follow faces, sustain eye contact, and recognise individuals. It can process speech and have conversations using a natural language subsystem. As of 2018 Sophia's architecture includes scripting software, a chat system, and
OpenCog OpenCog is a project that aims to build an open source artificial intelligence framework. OpenCog Prime is an architecture for robot and virtual embodied cognition that defines a set of interacting components designed to give rise to human-equiva ...
, an AI system designed for general reasoning. ''OpenCog Prime'', primarily the work of Hanson Robotics' former chief scientist
Ben Goertzel Ben Goertzel is a computer scientist, artificial intelligence researcher, and businessman. He helped popularize the term artificial general intelligence. Early life and education Three of Goertzel's Jewish great-grandparents immigrated to New Yo ...
, is an architecture for robot and virtual
embodied cognition Embodied cognition represents a diverse group of theories which investigate how cognition is shaped by the bodily state and capacities of the organism. These embodied factors include the motor system, the perceptual system, bodily interactions wi ...
that defines a set of interacting components designed to give rise to human-equivalent
artificial general intelligence Artificial general intelligence (AGI)—sometimes called human‑level intelligence AI—is a type of artificial intelligence that would match or surpass human capabilities across virtually all cognitive tasks. Some researchers argue that sta ...
(AGI) as an
emergent phenomenon In philosophy, systems theory, science, and art, emergence occurs when a complex entity has properties or behaviors that its parts do not have on their own, and emerge only when they interact in a wider whole. Emergence plays a central role ...
of the whole system. Goertzel has described the AI methods that Sophia uses, which include
face tracking Facial motion capture is the process of electronically converting the movements of a person's face into a digital database using cameras or laser scanners. This database may then be used to produce computer graphics (CG), computer animation for mo ...
and
emotion recognition Emotion recognition is the process of identifying human emotion. People vary widely in their accuracy at recognizing the emotions of others. Use of technology to help people with emotion recognition is a relatively nascent research area. Gener ...
, with robotic movements generated by
deep neural network Deep learning is a subset of machine learning that focuses on utilizing multilayered neural network (machine learning), neural networks to perform tasks such as Statistical classification, classification, Regression analysis, regression, and re ...
s. CNBC has commented on Sophia's "lifelike" skin and its ability to emulate more than 60 facial expressions. Sophia's dialogue is generated via a
decision tree A decision tree is a decision support system, decision support recursive partitioning structure that uses a Tree (graph theory), tree-like Causal model, model of decisions and their possible consequences, including probability, chance event ou ...
, and is uniquely integrated with these outputs. Its
speech synthesis Speech synthesis is the artificial production of human speech. A computer system used for this purpose is called a speech synthesizer, and can be implemented in software or hardware products. A text-to-speech (TTS) system converts normal langua ...
ability is provided by
CereProc CereProc ( ) is a speech synthesis company based in Edinburgh, Scotland, founded in 2005. The company specialises in creating natural and expressive-sounding text to speech voices, synthesis voices with regional accents, and in voice cloning. ...
's
text-to-speech Speech synthesis is the artificial production of human speech. A computer system used for this purpose is called a speech synthesizer, and can be implemented in software or Computer hardware, hardware products. A text-to-speech (TTS) system conv ...
engine, which also allows it to sing. Sophia is conceptually similar to the computer program
ELIZA ELIZA is an early natural language processing computer program developed from 1964 to 1967 at MIT by Joseph Weizenbaum. Created to explore communication between humans and machines, ELIZA simulated conversation by using a pattern matching and ...
, which was one of the first attempts at simulating a human conversation. The software has been programmed to give pre-written responses to specific questions or phrases, like a
chatbot A chatbot (originally chatterbot) is a software application or web interface designed to have textual or spoken conversations. Modern chatbots are typically online and use generative artificial intelligence systems that are capable of main ...
. These responses are used to create the illusion that the robot is able to understand conversation, including stock answers to questions like "Is the door open or shut?" Sophia's AI program analyses conversations and extracts data that allows it to improve responses in the future. In 2017 Hanson Robotics announced plans to open Sophia to a cloud environment using a decentralized
blockchain The blockchain is a distributed ledger with growing lists of Record (computer science), records (''blocks'') that are securely linked together via Cryptographic hash function, cryptographic hashes. Each block contains a cryptographic hash of th ...
marketplace. Around January 2018 Sophia was upgraded with functional legs and the ability to walk. In 2019 Sophia displayed the ability to create drawings, including portraits. A paper describing of one of Sophia's open-source subsystems, called "Open Arms", was submitted to 36th Conference on Neural Information Processing Systems (NeurIPS 2022).


Appearances and interviews

Sophia has appeared on ''
60 Minutes ''60 Minutes'' is an American television news magazine broadcast on the CBS television network. Debuting in 1968, the program was created by Don Hewitt and Bill Leonard, who distinguished it from other news programs by using a unique style o ...
'' with
Charlie Rose Charles Peete Rose Jr. (born January 5, 1942) is an American journalist and talk show host. From 1991 to 2017, he was the host and executive producer of the talk show ''Charlie Rose (talk show), Charlie Rose'' on PBS and Bloomberg L.P., Bloombe ...
, '' Good Morning Britain'' with
Piers Morgan Piers Stefan Pughe-Morgan (; O'Meara, born 30 March 1965) is an English journalist and media personality. He began his career in 1988 at the tabloid ''The Sun (United Kingdom), The Sun''. In 1994, at the age of 29, he was appointed editor of ...
, and outlets like
CNBC CNBC is an American List of business news channels, business news channel owned by the NBCUniversal News Group, a unit of Comcast's NBCUniversal. The network broadcasts live business news and analysis programming during the morning, Day ...
, ''
Forbes ''Forbes'' () is an American business magazine founded by B. C. Forbes in 1917. It has been owned by the Hong Kong–based investment group Integrated Whale Media Investments since 2014. Its chairman and editor-in-chief is Steve Forbes. The co ...
'',
Mashable Mashable is a Online newspaper, news website, digital media platform and entertainment company founded by Pete Cashmore in 2005. History Mashable was founded by Pete Cashmore while living in Aberdeen, Scotland, in July 2004. Early iterations o ...
, ''The'' ''New York Times'', ''The'' ''Wall Street Journal'', ''The'' ''Guardian'', and the '' Tonight Show Starring Jimmy Fallon''. Sophia was featured in AUDI's annual report and was featured on the cover of the December 2016 issue of ''ELLE Brasil''. R. Eric Thomas later lampooned Sophia on ''Elle.com''. Sophia has been interviewed in the same manner as a human, striking up conversations with hosts. Some replies have been nonsensical, while others have impressed interviewers such as Rose. In an October 2017 interview for CNBC, when the interviewer expressed concerns about robot behaviour, Sophia joked that he had "been reading too much
Elon Musk Elon Reeve Musk ( ; born June 28, 1971) is a businessman. He is known for his leadership of Tesla, SpaceX, X (formerly Twitter), and the Department of Government Efficiency (DOGE). Musk has been considered the wealthiest person in th ...
. And watching too many
Hollywood movies The cinema of the United States, primarily associated with major film studios collectively referred to as Hollywood, has significantly influenced the global film industry since the early 20th century. Classical Hollywood cinema, a filmmakin ...
". Musk said on
Twitter Twitter, officially known as X since 2023, is an American microblogging and social networking service. It is one of the world's largest social media platforms and one of the most-visited websites. Users can share short text messages, image ...
that Sophia should watch ''
The Godfather ''The Godfather'' is a 1972 American Epic film, epic crime film directed by Francis Ford Coppola, who co-wrote the screenplay with Mario Puzo, based on Puzo's best-selling The Godfather (novel), 1969 novel. The film stars an ensemble cast inc ...
'' and asked "what's the worst that could happen?" ''Business Insider'''s chief UK editor Jim Edwards interviewed Sophia, and while the answers were "not altogether terrible", he predicted that Sophia was a step towards "conversational artificial intelligence". At the 2018
Consumer Electronics Show CES (; formerly an initialism for Consumer Electronics Show) is an annual trade show organized by the Consumer Technology Association (CTA). Held in January at the Las Vegas Convention Center in Winchester, Nevada, United States, the event typi ...
a
BBC News BBC News is an operational business division of the British Broadcasting Corporation (BBC) responsible for the gathering and broadcasting of news and current affairs in the UK and around the world. The department is the world's largest broad ...
reporter described talking with Sophia as "a slightly awkward experience". In May 2018 the photographer Giulio Di Sturco did a photo shoot of Sophia which appeared in ''
National Geographic ''National Geographic'' (formerly ''The National Geographic Magazine'', sometimes branded as ''Nat Geo'') is an American monthly magazine published by National Geographic Partners. The magazine was founded in 1888 as a scholarly journal, nine ...
''. ''
Wired Wired may refer to: Arts, entertainment, and media Music * ''Wired'' (Jeff Beck album), 1976 * ''Wired'' (Hugh Cornwell album), 1993 * ''Wired'' (Mallory Knox album), 2017 * "Wired", a song by Prism from their album '' Beat Street'' * "Wired ...
'' reported on the shoot. In 2024 Sophia gave the commencement address at
D'Youville University D'Youville University (D'Youville or DYU) is a private university in Buffalo, New York. It was founded as D'Youville College in 1908 and named by the Grey Nuns after the patroness saint Marie-Marguerite d'Youville. As of fall 2022 D'Youville C ...
in
Buffalo, New York Buffalo is a Administrative divisions of New York (state), city in the U.S. state of New York (state), New York and county seat of Erie County, New York, Erie County. It lies in Western New York at the eastern end of Lake Erie, at the head of ...
, in the United States. It took the form of an interview with the president of the Student Government Association.


Citizenship quandary

Saudi Arabia's granting citizenship to Sophia immediately raised questions, as commentators wondered whether this implied that Sophia could vote or marry, or whether a deliberate system shutdown could be considered murder. Some sources characterised the move as a publicity stunt on the part of the Saudi government to promote the conference. A graduate student named Tyler L. Jaynes writes that there was a "lack of universal acceptance of Sophia the Robot's citizenship and its portrayal and acceptance as a public relations stunt". Simon Nease, writing in the ''Penn Political Review'', suggests that it was a competitive move on the part of Saudi Arabia to attract AI and robotics companies to the country, noting that "Japan has also made preliminary provisions for AI obtaining citizenship". The
British Council The British Council is a British organisation specialising in international cultural and educational opportunities. It works in over 100 countries: promoting a wider knowledge of the United Kingdom and the English language (and the Welsh lang ...
has published an article, "Should robots be citizens?", which notes that Sophia was issued a passport and goes on to address the "legal quandary" of robot citizenship.


Criticism

According to ''
Quartz Quartz is a hard, crystalline mineral composed of silica (silicon dioxide). The Atom, atoms are linked in a continuous framework of SiO4 silicon–oxygen Tetrahedral molecular geometry, tetrahedra, with each oxygen being shared between two tet ...
'', experts who have reviewed the robot's partially
open-source Open source is source code that is made freely available for possible modification and redistribution. Products include permission to use and view the source code, design documents, or content of the product. The open source model is a decentrali ...
code state that Sophia is best categorised as a chatbot with a face. According to ''
The Verge ''The Verge'' is an American Technology journalism, technology news website headquarters, headquartered in Lower Manhattan, New York City and operated by Vox Media. The website publishes news, feature stories, guidebooks, product reviews, cons ...
'', Hanson has exaggerated Sophia's capacity for consciousness, for example by having said that Sophia is "basically alive", which the ''Verge'' writer James Vincent described as "grossly misleading". In January 2018
Facebook Facebook is a social media and social networking service owned by the American technology conglomerate Meta Platforms, Meta. Created in 2004 by Mark Zuckerberg with four other Harvard College students and roommates, Eduardo Saverin, Andre ...
's director of artificial intelligence,
Yann LeCun Yann André Le Cun ( , ; usually spelled LeCun; born 8 July 1960) is a French-American computer scientist working primarily in the fields of machine learning, computer vision, mobile robotics and computational neuroscience. He is the Silver Pr ...
, said on Twitter that Sophia was "complete bullsh*t" and criticised the media for giving coverage to "
Potemkin Prince Grigory Aleksandrovich Potemkin-Tauricheski (A number of dates as late as 1742 have been found on record; the veracity of any one is unlikely to be proved. This is his "official" birth-date as given on his tombstone.) was a Russian mi ...
AI". In response
Ben Goertzel Ben Goertzel is a computer scientist, artificial intelligence researcher, and businessman. He helped popularize the term artificial general intelligence. Early life and education Three of Goertzel's Jewish great-grandparents immigrated to New Yo ...
, the former chief scientist for the company that made Sophia, stated he had never suggested that Sophia was close to human-level intelligence. Goertzel has also acknowledged that it is "not ideal" that some think of Sophia as having human-equivalent intelligence, but argues Sophia's presentation conveys something unique to audiences, saying "If I show them a beautiful smiling robot face, then they get the feeling that AGI may indeed be nearby and viable" and "None of this is what I would call AGI, but nor is it simple to get working. And it is absolutely cutting-edge in terms of dynamic integration of perception, action, and dialogue".


In popular culture

Sophia has appeared in videos and music videos, including '' The White King'', and as the lead female character in the American
popular music Popular music is music with wide appeal that is typically distributed to large audiences through the music industry. These forms and styles can be enjoyed and performed by people with little or no musical training.Popular Music. (2015). ''Fun ...
singer
Leehom Wang Wang Leehom ( zh, c=王力宏, poj=Ông Le̍k-hông; born May 17, 1976), sometimes credited as Leehom Wang, is an American singer-songwriter, actor, producer, and film director. His music is known for fusing hip-hop and R&B, with Guoyue, tradi ...
's music video A.I. A Sophia lookalike was portrayed by the American
drag Drag or The Drag may refer to: Places * Drag, Norway, a village in Tysfjord municipality, Nordland, Norway * ''Drág'', the Hungarian name for Dragu Commune in Sălaj County, Romania * Drag (Austin, Texas), the portion of Guadalupe Street a ...
performer
Gigi Goode Gigi Goode (born December 2, 1997) is an American drag queen, Fashion design, fashion designer, and reality television personality known for being a runner-up on the RuPaul's Drag Race (season 12), twelfth season of the Drag (clothing), drag com ...
in the "Snatch Game" episode of the twelfth season of ''RuPaul's Drag Race'' (2020). Goode won the episode with her character "Maria the Robot", based heavily on Sophia and named after a robot featured in the Fritze Lang film ''Metropolis''. In 2022 Sophia collaborated with the Italian artist
Andrea Bonaceto Andrea Bonaceto (born 1989 in Pisa, Italy) is an Italian digital artist. Selected works ARTificial Intelligence Bonaceto collaborated with artificial intelligence robot Sophia and created digital portraits of Sophia and her creators. The d ...
. For this project he created digital portraits of Sophia and her creators, which were then processed by Sophia's neural network to produce a unique output that evolved from Bonaceto's original artworks. Bonaceto then created a series of
non-fungible tokens In economics and law, fungibility is the property of something whose individual units are considered fundamentally interchangeable with each other. For example, the fungibility of money means that a $100 bill (note) is considered entirely equi ...
(NFTs) as video loops displaying the evolution of the work, starting with drawings by Bonaceto, morphing into the robot interpretation, and then transitioning back to Bonaceto's work. The cornerstone piece of the release "Sophia Instantiation" was auctioned on the NFT platform
Nifty Gateway Nifty Gateway Studio (“NGS”) is a full-service, digital production studio working with creators and brands to develop and distribute immersive social entertainment and creative experiences onchain. NGS is known for its collaborations with cr ...
for US$688,888. In 2023 Sophia was featured at the entrance of the BOSS Techtopia Fashion Show and took photos with many of the shows runway models and celebrity guests.


See also

*
ELIZA effect In computer science, the ELIZA effect is a tendency to project human traits — such as experience, semantic comprehension or empathy — onto rudimentary computer programs having a textual interface. ELIZA was a symbolic AI chatbot developed in 1 ...
*
Ethics of artificial intelligence The ethics of artificial intelligence covers a broad range of topics within AI that are considered to have particular ethical stakes. This includes algorithmic biases, Fairness (machine learning), fairness, automated decision-making, accountabili ...
* Stochastic parrot * ''
Stranger in a Strange Land ''Stranger in a Strange Land'' is a 1961 science fiction novel by the American author Robert A. Heinlein. It tells the story of Valentine Michael Smith, a human who comes to Earth in early adulthood after being born on the planet Mars and rais ...
''


References


Works cited

* * * * * * * * * * * * * * * * * * * * * * * * * * * * *


Further reading

* *


External links


Sophia's open-source code
on
GitHub GitHub () is a Proprietary software, proprietary developer platform that allows developers to create, store, manage, and share their code. It uses Git to provide distributed version control and GitHub itself provides access control, bug trackin ...
* {{IMDb title, 19757646 2016 robots Android (robot) Free and open-source software Humanoid robots Robots of China Robots of Saudi Arabia Saudi Arabian nationality law Saudi Arabian Internet celebrities Science and technology in Hong Kong Social robots