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Marvin Minsky

Marvin Minsky is a computer science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Marvin Minsky rather than just read about it. In short: Marvin Lee Minsky (August 9, 1927 – January 24, 2016) was an American mathematician who conducted research in the cognitive and computer science aspects of artificial intelligence (AI). After three years as a Junior Fellow of the Harvard Society of Fellows, Minsky joined the faculty at the Massachusetts Institute of Technology (MIT) in 1958 and spent the rest of his career at that institution.

Marvin Minsky — main illustration
Marvin Minsky — illustration

Key takeaways

  • Marvin Minsky belongs to computer science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Marvin Minsky to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Marvin Minsky from memory before moving on to harder problems.

Reference excerpt

Marvin Lee Minsky (August 9, 1927 – January 24, 2016) was an American mathematician who conducted research in the cognitive and computer science aspects of artificial intelligence (AI). After three years as a Junior Fellow of the Harvard Society of Fellows, Minsky joined the faculty at the Massachusetts Institute of Technology (MIT) in 1958 and spent the rest of his career at that institution. There, he co-founded MIT's AI laboratory, among other initiatives, and wrote extensively about AI and philosophy. Minsky, Claude Shannon, Nathaniel Rochester, and John McCarthy have been called the "fathers of AI" due to their participation in the Dartmouth workshop. At the time he was made emeritus, Minsky was the Toshiba Professor of Media Art & Sciences at MIT. Minsky received many accolades and honors for his work, including the ACM Turing Award in 1969, the Golden Plate Award of the American Academy of Achievement in 1982, the Japan Prize in 1990, the Benjamin Franklin Medal in 2001, and of the past-present-future trio of Dan David Prizes in 2014, the "Future"-oriented prize for "Artificial Intelligence, the Digital Mind". He was elected to the U.S. National Academy of Sciences in 1973 and the U.S. National Academy of Engineering in 1989, and was inducted into IEEE Intelligent Systems' AI Hall of Fame for contributions to AI and intelligent systems in 2011.

Early life and education Marvin Lee Minsky was born on August 9, 1927, into a Jewish family in New York City. His mother was Fannie (Reiser), a Zionist activist, and his father was Henry, an eye surgeon. Minsky attended the Ethical Culture Fieldston School and the Bronx High School of Science. He later attended Phillips Academy in Andover, Massachusetts. He served in the U.S. Navy from 1944 to 1945 before returning to his education and earning a A.B. in mathematics from Harvard University (1950) and a Ph.D. in mathematics from Princeton University (1954). His doctoral dissertation was titled "Theory of neural-analog reinforcement systems and its application to the brain-model problem".

Career Minsky began his academic career as a Junior Fellow of the Harvard Society of Fellows from 1954 to 1957. He joined the MIT faculty in 1958 and remained there until his death. He joined the staff at MIT Lincoln Laboratory in 1958; a year later, he and John McCarthy initiated what was, as of 2003, named the MIT Computer Science and Artificial Intelligence Laboratory. At the time of his death, Minsky was the Toshiba Professor of Media Arts and Sciences as well as professor of electrical engineering and computer science at MIT.

Contributions in computer science

Minsky's inventions include the first head-mounted graphical display (1963) and the confocal microscope (1957, a predecessor to today's widely used confocal laser scanning microscope). With Seymour Papert, he developed the first Logo programming language-driven "turtle robot". In 1951, Minsky built SNARC, which is often considered the first artificial neural network. In 1962, he worked on small universal Turing machines and published his well-known 7-state, 4-symbol machine. Minsky and Papert's book Perceptrons attacked the work of Frank Rosenblatt on Perceptrons and became the foundational work in the analysis of artificial neural networks. The book is controversial, as some claim it greatly discouraged research on neural networks in the 1970s and contributed to the so-called "AI winter". Minsky also developed several other AI models. His paper "A Framework for Representing Knowledge" created a new paradigm in knowledge representation. Perceptrons is now viewed as of more historical than practical interest, but his theory of frames was in wide use as of 1975.

In the early 1970s, at the MIT Artificial Intelligence Lab, Minsky and Papert began to develop what came to be known as the Society of Mind theory. The theory describes intelligence as the possible product of the interaction of non-intelligent parts. Minsky said that ideas for the theory came from his work in trying to create a machine that uses a robotic arm, a videocamera, and a computer to build with children's blocks. In 1986, he published The Society of Mind, a comprehensive book on the theory that—unlike most of his previously published work—was written for the general public. In 2006, Minsky published The Emotion Machine, a book that critiques many popular theories of how the human mind works, and suggests alternative theories, often replacing simple ideas with more complex ones.

Miscellaneous interests Minsky examined the possibility that extraterrestrial life may think like humans, thus permitting communication. Minsky invented a "gravity machine" that rings a bell if the gravitational constant changes, a theoretical possibility not expected to occur in the foreseeable future.

Role in popular culture Minsky was an adviser to Stanley Kubrick on his movie 2001: A Space Odyssey; one of the movie's characters, Victor Kaminski, was named in Minsky's honor. Arthur C. Clarke's novel of the same name explicitly mentions Minsky. In it, he achieves a crucial breakthrough in artificial intelligence in the then-future 1980s, paving the way for HAL 9000 in the early 21st century:

In the 1980s, Minsky and Good had shown how artificial neural networks could be generated automatically—self replicated—in accordance with any arbitrary learning program. Artificial brains could be grown by a process strikingly analogous to the development of a human brain. In any given case, the precise details would never be known, and even if they were, they would be millions of times too complex for human understanding.

While working at Bell Labs in 1952, Minsky proposed a design for a useless machine he called the "ultimate machine". When switched on, a device emerges from it to switch it back off. Claude Shannon, Minsky's mentor at the time, built the first working prototype. After seeing it, Arthur C. Clarke commented "There is something unspeakably sinister about a machine that does nothing—absolutely nothing—except switch itself off". The design regained popularity in the 2010s on the internet. The Fargo episode "The Law of Non-Contradiction" included a useless box and an android named Minsky.

… excerpt ends here. Continue reading the full article.

Illustrations

Marvin Minsky illustration
Marvin Minsky: 3D profile of a coin (partial) measured with a modern confocal white light microscope
3D profile of a coin (partial) measured with a modern confocal white light microscope
Marvin Minsky illustration
Marvin Minsky illustration
Marvin Minsky: A useless box based on Minsky's design, at the moment when a device emerges from the box to switch it off.[48]
A useless box based on Minsky's design, at the moment when a device emerges from the box to switch it off.[48]

Worked examples

Example 1 — a first encounter with Marvin Minsky

Start with the simplest possible case. Write down what Marvin Minsky claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In computer science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Marvin Minsky before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Marvin Minsky ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Marvin Minsky

In research
Marvin Minsky appears in computer science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Marvin Minsky in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Marvin Minsky is common in secondary-school and first-year university syllabi. It links to neighbouring topics 1927 births, 2016 deaths, 20th-century American Jews, so understanding it makes those chapters shorter.
In everyday life
Look for Marvin Minsky outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

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How to study Marvin Minsky in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Marvin Minsky means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Marvin Minsky out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Marvin Minsky in simple terms?

Marvin Lee Minsky (August 9, 1927 – January 24, 2016) was an American mathematician who conducted research in the cognitive and computer science aspects of artificial intelligence (AI). After three years as a Junior Fellow of the Harvard Society of Fellows, Minsky joined the faculty at the Massachu…

Why does Marvin Minsky matter?

Because it connects several computer science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Marvin Minsky?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Marvin Minsky.

Tags

  • 1927 births
  • 2016 deaths
  • 20th-century American Jews
  • 21st-century American Jews
  • American artificial intelligence researchers
  • American atheists
  • American computer scientists
  • American consciousness researchers and theorists
  • Cryonically preserved people
  • Eliminative materialists
  • Ethical Culture Fieldston School alumni
  • Fellows of the Association for the Advancement of Artificial Intelligence

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