Turing Institute
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The Turing Institute was an
artificial intelligence Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
laboratory in
Glasgow Glasgow is the Cities of Scotland, most populous city in Scotland, located on the banks of the River Clyde in Strathclyde, west central Scotland. It is the List of cities in the United Kingdom, third-most-populous city in the United Kingdom ...
,
Scotland Scotland is a Countries of the United Kingdom, country that is part of the United Kingdom. It contains nearly one-third of the United Kingdom's land area, consisting of the northern part of the island of Great Britain and more than 790 adjac ...
, between 1983 and 1994. The company undertook basic and applied research, working directly with large companies across
Europe Europe is a continent located entirely in the Northern Hemisphere and mostly in the Eastern Hemisphere. It is bordered by the Arctic Ocean to the north, the Atlantic Ocean to the west, the Mediterranean Sea to the south, and Asia to the east ...
, the
United States The United States of America (USA), also known as the United States (U.S.) or America, is a country primarily located in North America. It is a federal republic of 50 U.S. state, states and a federal capital district, Washington, D.C. The 48 ...
and
Japan Japan is an island country in East Asia. Located in the Pacific Ocean off the northeast coast of the Asia, Asian mainland, it is bordered on the west by the Sea of Japan and extends from the Sea of Okhotsk in the north to the East China Sea ...
developing software as well as providing training, consultancy and information services.


Formation

The Institute was formed in June 1983 by
Donald Michie Donald Michie (; 11 November 1923 – 7 July 2007) was a British researcher in artificial intelligence. During World War II, Michie worked for the Government Code and Cypher School at Bletchley Park, contributing to the effort to solve " Tunny ...
, Peter Mowforth and Tim Niblett. It was named after
Alan Turing Alan Mathison Turing (; 23 June 1912 – 7 June 1954) was an English mathematician, computer scientist, logician, cryptanalyst, philosopher and theoretical biologist. He was highly influential in the development of theoretical computer ...
with whom Donald Michie had worked at
Bletchley Park Bletchley Park is an English country house and Bletchley Park estate, estate in Bletchley, Milton Keynes (Buckinghamshire), that became the principal centre of Allies of World War II, Allied World War II cryptography, code-breaking during the S ...
during the
Second World War World War II or the Second World War (1 September 1939 – 2 September 1945) was a World war, global conflict between two coalitions: the Allies of World War II, Allies and the Axis powers. World War II by country, Nearly all of the wo ...
. The organisation grew out of the Machine Intelligence Research Unit at
Edinburgh University The University of Edinburgh (, ; abbreviated as ''Edin.'' in post-nominals) is a public research university based in Edinburgh, Scotland. Founded by the town council under the authority of a royal charter from King James VI in 1582 and offi ...
with a plan to combine research in artificial intelligence with technology transfer to industry. In 1983, Sir Graham Hills was instrumental in the institute moving to Glasgow where, with support from the Scottish Development Agency, it formed a close working relationship with
Strathclyde University The University of Strathclyde () is a public research university located in Glasgow, Scotland. Founded in 1796 as the Andersonian Institute, it is Glasgow's second-oldest university, having received its royal charter in 1964 as the first techn ...
.
Lord Balfour of Burleigh Lord Balfour of Burleigh, in the County of Kinross, is a title in the Peerage of Scotland. It was created in 1607 for Sir Michael Balfour. He was succeeded by his daughter, Margaret, his only child. She married Robert Arnot, who assumed the su ...
(chairman) and
Shirley Williams Shirley Vivian Teresa Brittain Williams, Baroness Williams of Crosby (''née'' Catlin; 27 July 1930 – 12 April 2021) was a British politician and academic. Originally a Labour Party (UK), Labour Party Member of Parliament (MP), she served in ...
joined the board along with a growing team of researchers and AI specialists. Notable amongst these was
Stephen Muggleton Stephen H. Muggleton (born 6 December 1959, son of Louis Muggleton) is Professor of Machine Learning and Head of the Computational Bioinformatics Laboratory at Imperial College London.
who was responsible for work developing
inductive logic programming Inductive logic programming (ILP) is a subfield of symbolic artificial intelligence which uses logic programming as a uniform representation for examples, background knowledge and hypotheses. The term "''inductive''" here refers to philosophical ...
. Professor Jim Alty moved his Man Machine Interaction (HCI) group (later the Scottish HCI Centre) to the Turing Institute in 1984. The move included a significant expansion of the postgraduate school at the institute. Alty joined the Turing Institute Board and became chief executive. The HCI Centre and the institute collaborated on a wide range of projects.


Training and resource centre

In 1984, following the UK Government Alvey Report on AI, the institute became an Alvey Journeyman centre for the UK. Under the guidance of Judith Richards, companies such as
IBM International Business Machines Corporation (using the trademark IBM), nicknamed Big Blue, is an American Multinational corporation, multinational technology company headquartered in Armonk, New York, and present in over 175 countries. It is ...
(see:
John Roycroft Arthur John Roycroft (born 25 July 1929, London) is an English chess endgame study composer and author. Chess career In 1959 he was awarded the title International Judge of Chess Compositions. In 1965 he founded '' EG'', the first long-running ...
), Burroughs,
British Airways British Airways plc (BA) is the flag carrier of the United Kingdom. It is headquartered in London, England, near its main Airline hub, hub at Heathrow Airport. The airline is the second largest UK-based carrier, based on fleet size and pass ...
,
Shell Shell may refer to: Architecture and design * Shell (structure), a thin structure ** Concrete shell, a thin shell of concrete, usually with no interior columns or exterior buttresses Science Biology * Seashell, a hard outer layer of a marine ani ...
and
Unilever Unilever PLC () is a British multinational consumer packaged goods company headquartered in London, England. It was founded on 2 September 1929 following the merger of Dutch margarine producer Margarine Unie with British soap maker Lever B ...
seconded researchers to develop new industrial AI applications. The Turing Institute Library was formed in 1983 and grew by selling access by subscription to its information services. The library developed a large searchable electronic database of content from most of the main AI research and development centres around the world. Library affiliates logged into the system by dial-up and received weekly summaries of newly added items that could be ordered or downloaded as abstracts. The publisher Addison-Wesley developed a close working relationship and published the Turing Institute Press series of books. In 1984, Alty wrote a text book which was adopted by many universities and a much-cited paper on expert systems (with Mike Coombs). Throughout its existence, the institute organised a wide range of workshops and international conferences. Notable among these were the Turing Memorial Lecture Series whose speakers included
Tony Hoare Sir Charles Antony Richard Hoare (; born 11 January 1934), also known as C. A. R. Hoare, is a British computer scientist who has made foundational contributions to programming languages, algorithms, operating systems, formal verification, and ...
, Herbert Simon, and
John McCarthy John McCarthy may refer to: Government * John George MacCarthy (1829–1892), Member of Parliament for Mallow constituency, 1874–1880 * John McCarthy (Irish politician) (1862–1893), Member of Parliament for the Mid Tipperary constituency, ...
. Major conferences included The British Association's 147th conference in 1985, BMVC'91, IEEE International Symposium on Intelligent Control (1992) and the Machine Intelligence Series.


Research and development

The institute won research funding from the
Westinghouse Corporation The Westinghouse Electric Corporation was an American manufacturing company founded in 1886 by George Westinghouse and headquartered in Pittsburgh, Pennsylvania. It was originally named "Westinghouse Electric & Manufacturing Company" and was ...
after it developed a machine learned rule-based system to improve the efficiency of a nuclear power plant. The research funding was used to launch the Freddy 3 advanced robotics project aimed at studying robot learning and robot social interaction. Barry Shepherd developed much of the Freddy 3 software infrastructure. Tatjana Zrimec used the system to investigate how playing robots could develop structured knowledge about their world while Claude Sammut used the system to investigate machine learning and control and helped develop
reinforcement learning Reinforcement learning (RL) is an interdisciplinary area of machine learning and optimal control concerned with how an intelligent agent should take actions in a dynamic environment in order to maximize a reward signal. Reinforcement learnin ...
. Ivan Bratko made several visits to the Turing Institute undertaking research in machine learning and advanced robotics. The institute undertook several projects for the US military (e.g. personnel allocation for the US Office of Naval Research), credit card scoring for a South African bank and seed sorting for the Scottish Agricultural Sciences Agency. Other large projects included the ESPRIT Machine Learning Toolbox developing CN2 and electrophoretic gel analysis with
Unilever Unilever PLC () is a British multinational consumer packaged goods company headquartered in London, England. It was founded on 2 September 1929 following the merger of Dutch margarine producer Margarine Unie with British soap maker Lever B ...
. In 1984, the institute worked under contract from Radian Corp to develop code for the
Space Shuttle The Space Shuttle is a retired, partially reusable launch system, reusable low Earth orbital spacecraft system operated from 1981 to 2011 by the U.S. National Aeronautics and Space Administration (NASA) as part of the Space Shuttle program. ...
auto-lander. The code was developed with an inductive rule generator, ''Rulemaster'', using training examples from a
NASA The National Aeronautics and Space Administration (NASA ) is an independent agencies of the United States government, independent agency of the federal government of the United States, US federal government responsible for the United States ...
simulator. A similar approach was later used by Danny Pearce to develop qualitative models to control and diagnose satellites for
ESA The European Space Agency (ESA) is a 23-member international organization devoted to space exploration. With its headquarters in Paris and a staff of around 2,547 people globally as of 2023, ESA was founded in 1975 in the context of European ...
as well as optimising gas flow in the North Sea for Enterprise Oil. Similar approaches based on pole-balancing automata were used to control submersible vehicles and develop a control system for helicopters carrying sling loads.
Stephen Muggleton Stephen H. Muggleton (born 6 December 1959, son of Louis Muggleton) is Professor of Machine Learning and Head of the Computational Bioinformatics Laboratory at Imperial College London.
and his group developed
inductive logic programming Inductive logic programming (ILP) is a subfield of symbolic artificial intelligence which uses logic programming as a uniform representation for examples, background knowledge and hypotheses. The term "''inductive''" here refers to philosophical ...
and was involved in the practical use of machine learning for the generation of expert knowledge. Applications included the discovery of rules for
protein folding Protein folding is the physical process by which a protein, after Protein biosynthesis, synthesis by a ribosome as a linear chain of Amino acid, amino acids, changes from an unstable random coil into a more ordered protein tertiary structure, t ...
(with Ross King) and drug design as well as systems such as CIGOL that were capable of discovering new concepts and hypotheses. In 1986, Alty's HCI group won a major ESPRIT 1 contract to investigate the use of knowledge based systems in process control interfaces called GRADIENT (Graphical Intelligent Dialogues, P600), (with
Gunnar Johannsen Gunnar Johannsen (born 1940) is a German cyberneticist, and Emeritus Professor of Systems Engineering and Human-Machine Systems at the University of Kassel, known for his contributions in the field of human-machine systems. Biography Born and r ...
of Kassel University, Peter Elzer of Clausthal University and Asea Brown Boveri) to create intelligent interfaces for process control operators. This work had a major impact on process control interface design. The initial pilot phase report (Alty, Elzer et al., 1985) was widely used and cited. Many research papers were produced. A follow-on large ESPRIT research project was PROMISE (Process Operators Multimedia Intelligent Support Environment) working with DOW Benelux (Netherlands), Tecsiel (Italy) and Scottish Power (Scotland). In 1987, the Turing Institute won a project to build a large, scalable, network-available user-manual for the
Society for Worldwide Interbank Financial Telecommunication Swift or SWIFT most commonly refers to: * SWIFT, an international organization facilitating transactions between banks ** SWIFT code * Swift (programming language) * Swift (bird), a family of birds It may also refer to: Organizations * SWIFT, ...
(SWIFT). The worldwide-web-like system was launched in 1988. Its success as a global hypertext resource for its users led to SWIFT sponsoring the Turing Memorial Series of Lectures. The close working relationship came to an end, in part, when a key member of the SWIFT team, Arnaud Rubin, was killed by a terrorist bomb on
Pan Am flight 103 Pan Am Flight 103 (PA103/PAA103) was a regularly scheduled Pan Am transatlantic flight from Frankfurt to Detroit via a stopover in London and another in New York City. Shortly after 19:00 on 21 December 1988, the Boeing 747 "Clipper Maid of th ...
over Lockerbie. One of the strongest business relationships the institute had was with
Sun Microsystems Sun Microsystems, Inc., often known as Sun for short, was an American technology company that existed from 1982 to 2010 which developed and sold computers, computer components, software, and information technology services. Sun contributed sig ...
. Sun funded a series of projects where the key institute personnel were Tim Niblett and
Arthur van Hoff Arthur van Hoff (born 16 February 1963) is a Dutch computer scientist and businessman. Biography After studying computer science at the University of Strathclyde and Hogere Informatica Opleiding, Van Hoff joined Sun Microsystems as an enginee ...
. Several projects concerned the development of new user-interface tools and environments, including GoodNeWS, HyperNeWS, and HyperLook. HyperLook was written in
PostScript PostScript (PS) is a page description language and dynamically typed, stack-based programming language. It is most commonly used in the electronic publishing and desktop publishing realm, but as a Turing complete programming language, it c ...
and PDB (an
ANSI C ANSI C, ISO C, and Standard C are successive standards for the C programming language published by the American National Standards Institute (ANSI) and ISO/IEC JTC 1/SC 22/WG 14 of the International Organization for Standardization (ISO) and the ...
to PostScript compiler developed at the institute) and it ran on Sun's
NeWS News is information about current events. This may be provided through many different Media (communication), media: word of mouth, printing, Mail, postal systems, broadcasting, Telecommunications, electronic communication, or through the te ...
Windowing System.
Don Hopkins Don Hopkins is an artist and programmer specializing in human computer interaction and computer graphics. He is an alumnus of the University of Maryland and a former member of the University of Maryland Human–Computer Interaction Lab. He in ...
, while studying at the Turing Institute, ported
SimCity ''SimCity'' is an open-ended city-building video game franchise originally designed by Will Wright. The first game in the series, '' SimCity'', was published by Maxis in 1989 and was followed by several sequels and many other spin-off ''S ...
to Unix with HyperLook as its front-end. Arthur van Hoff left the institute in 1992 and joined Sun Microsystems where he authored the
Java Java is one of the Greater Sunda Islands in Indonesia. It is bordered by the Indian Ocean to the south and the Java Sea (a part of Pacific Ocean) to the north. With a population of 156.9 million people (including Madura) in mid 2024, proje ...
1.0 compiler, the beta version of the HotJava browser and helped with the design of the Java language. Throughout the 1980s, the Turing Institute Vision Group developed multi-scale tools and applications. A series of 3D industrial applications was developed and deployed using the multi-scale signal matching (MSSM) technology, specifically: * 3D head modelling * Robot navigation * Real time robot camera stereo vergence * Terrain modelling * Scene of crime capture of 3D footprints for the
Royal Canadian Mounted Police The Royal Canadian Mounted Police (RCMP; , GRC) is the Law enforcement in Canada, national police service of Canada. The RCMP is an agency of the Government of Canada; it also provides police services under contract to 11 Provinces and terri ...
* Maxillofacial reconstruction and denture cast digital archiving with Glasgow Dental School * Brain model labelling with
Guy's Hospital Guy's Hospital is an NHS hospital founded by philanthropist Thomas Guy in 1721, located in the borough of Southwark in central London. It is part of Guy's and St Thomas' NHS Foundation Trust and one of the institutions that comprise the Kin ...
* Hyper-resolution methods to improve CCTV image quality for
Strathclyde Police Strathclyde Police was the territorial police force responsible for the Scottish council areas of Argyll and Bute, Glasgow City, East Ayrshire, East Dunbartonshire, East Renfrewshire, Inverclyde, North Ayrshire, North Lanarkshire, Renfrewshire, ...
* High-speed target tracking for the UK
Ministry of Defence A ministry of defence or defense (see American and British English spelling differences#-ce.2C -se, spelling differences), also known as a department of defence or defense, is the part of a government responsible for matters of defence and Mi ...
* Virtual backgrounds and camera photogrammetry for
BBC The British Broadcasting Corporation (BBC) is a British public service broadcaster headquartered at Broadcasting House in London, England. Originally established in 1922 as the British Broadcasting Company, it evolved into its current sta ...
broadcast TV. * 3D car body shape reconstruction from wax models; Ford Motor Company, Dearbourn, USA * With Sun Microsystems using a stereo pair of miniature cameras to create and re-project a normalised straight-on view for teleconferencing. Various other robot projects were undertaken at the Turing Institute where key researchers included Paul Siebert, Eddie Grant, Paul Grant, David Wilson, Bing Zhang and Colin Urquhart. In 1990, the Turing Institute organised and ran the First Robot Olympics with the venue at the
University of Strathclyde The University of Strathclyde () is a public research university located in Glasgow, Scotland. Founded in 1796 as the Andersonian Institute, it is Glasgow's second-oldest university, having received its royal charter in 1964 as the first techn ...
.


Closure

From 1989 onwards, the company faced financial difficulties that caused it to close in 1994. A 1973's James Lighthill Report. (
Artificial Intelligence Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
: A General Survey: British Science Research Council) an evaluation of academic research on AI, formed the basis for UK government funding and support, stated "in no part of the field have discoveries made so far produced the major impact that was then promised". Therefore AI research was to be reduced. Peter Mowforth, a former member of the Turing team stated, "Someone decided that Britain only really needed three computers as there wasn't much future in it! Not for the last occasion, at a time when Scotland ruled the roost globally, the plug was pulled." Faced with the decline of heavy industry, Britain's failure to invest in cutting-edge science that could prove economically transformative only began to be reversed in the late 80s, in reaction to Japanese advances in software design. The technological and commercial empowerment that should have followed was never fulfilled. The institute went out of business in 1994, amid questions in the
House of Commons The House of Commons is the name for the elected lower house of the Bicameralism, bicameral parliaments of the United Kingdom and Canada. In both of these countries, the Commons holds much more legislative power than the nominally upper house of ...
and bitter recriminations between the scientists and the Scottish Development Agency.


References

{{authority control 1983 establishments in Scotland 1994 disestablishments in Scotland Organizations established in 1983 Organizations disestablished in 1994 Artificial intelligence laboratories Computer science institutes in the United Kingdom Companies based in Glasgow History of the University of Edinburgh University of Strathclyde Alan Turing