Marvin Minsky Quotes

Powerful Marvin Minsky for Daily Growth

About Marvin Minsky

Marvin Lee Minsky (1927-2016) was an American cognitive scientist, mathematician, philosopher, and pioneer in the fields of artificial intelligence (AI) and cybernetics. Born on August 9, 1927, in New York City, Minsky demonstrated a prodigious intellect at an early age, entering Harvard University at just 16 years old. He earned his PhD from Princeton University in 1954, writing his dissertation on "Mathematics Majors and Physics Majors: An Empirical Study." Minsky's work was heavily influenced by the interdisciplinary nature of cybernetics, a field that studies communication and control in machines and living beings. He played a significant role in the creation of AI at MIT, where he helped establish the Massachusetts Institute of Technology Artificial Intelligence Laboratory (MIT AI Lab) in 1959. Minsky is perhaps best known for his groundbreaking book "Society of Mind" (1986), which posits that the human mind is not a unified entity but rather a collection of smaller agents or "minds." This idea, known as the Society of Mind theory, has had a profound impact on AI and cognitive science. Throughout his career, Minsky made numerous contributions to AI, including the development of the Perceptron (a single-layer artificial neural network) with Frank Rosenblatt in 1951 and the Multics time-sharing computer system with J.C.R. Licklider in 1964. Minsky received numerous awards for his work, including the Turing Award in 1969, often considered the Nobel Prize of computing. He passed away on January 24, 2016, leaving behind a rich and influential legacy in AI and cognitive science. Some of Minsky's most memorable quotes include: - "A society of mind is like an individual mind composed of many agents." - "Learning is the ability to generalize from examples." - "Intelligence is what machines don't have, and if we ever make a machine capable of feeling, we would know that it has achieved intelligence."

Interpretations of Popular Quotes

"A person is just a collection of other people."

Marvin Minsky's statement "A person is just a collection of other people" suggests that each individual is fundamentally shaped by their interactions, influences, and relationships with others – essentially, they are the sum total of all the people who have impacted them in some way throughout their lives. This quote highlights the interconnectedness of humanity and emphasizes the importance of understanding social contexts in comprehending an individual's thoughts, feelings, and behavior.


"Intelligence is really a kind of organized common sense."

Marvin Minsky's quote, "Intelligence is really a kind of organized common sense," suggests that intelligence is not just an accumulation of facts or knowledge but the ability to apply this information in a practical, sensible, and organized manner. In other words, intelligence is the capacity to use one's knowledge effectively to make intelligent decisions and solve problems by employing common sense, logic, reasoning, and judgment. Common sense, on the other hand, refers to the ability to understand and make judgments about everyday situations using good practical judgment that is acquired through experience and education.


"The more I learn about people, the more I like my dog."

This quote by Marvin Minsky suggests that despite our increasing understanding and knowledge of human complexities, we may find the simplicity and unwavering loyalty of animals, in this case a dog, to be more appealing and endearing. It implies that while humans can be unpredictable, flawed, and sometimes difficult to understand, pets like dogs offer a consistent, loving, and straightforward companionship that is comforting and enjoyable.


"Minds are not passive containers to be filled but are active, interactive structures that select and adapt."

This quote by Marvin Minsky suggests that our minds aren't mere recipients or containers to be filled with knowledge; instead, they are dynamic, self-governing entities that actively engage and interact with information, selecting and adapting it according to their own unique structure and needs. In essence, we shape our understanding of the world not just by passively receiving data, but also by actively seeking out, selecting, and transforming that data in a way that best serves us.


"Artificial Intelligence means that the machine-made mistakes the same kinds of mistakes which we human beings would make."

This quote by Marvin Minsky implies that AI, in its pursuit to mimic human intelligence, is inherently prone to making similar errors as humans. This suggests that AI learns from data, identifies patterns, and makes decisions based on those patterns – often with the same biases, limitations, and fallacies present in human decision-making processes. In essence, it's a reminder that AI is not infallible or superior to human intelligence but rather an extension of it, reflecting both its strengths and weaknesses.


We wanted to solve robot problems and needed some vision, action, reasoning, planning, and so forth. We even used some structural learning, such as was being explored by Patrick Winston.

- Marvin Minsky

Reasoning, Some, Needed, Robot

Stanley Kubrick knew we had good graphics around MIT and came to my lab to find out how to do it. We had some really good stuff. I was very impressed with Kubrick; he knew all the graphics work I had ever heard of, and probably more.

- Marvin Minsky

Some, Very, Impressed, None

There are three basic approaches to AI: Case-based, rule-based, and connectionist reasoning.

- Marvin Minsky

Reasoning, Approaches, Basic, AI

There was a failure to recognize the deep problems in AI; for instance, those captured in Blocks World. The people building physical robots learned nothing.

- Marvin Minsky

Deep, Instance, Learned, AI

This is a tricky domain because, unlike simple arithmetic, to solve a calculus problem - and in particular to perform integration - you have to be smart about which integration technique should be used: integration by partial fractions, integration by parts, and so on.

- Marvin Minsky

Perform, About, Which, Partial

I believed in realism, as summarized by John McCarthy's comment to the effect that if we worked really hard, we'd have an intelligent system in from four to four hundred years.

- Marvin Minsky

Realism, McCarthy, Hundred, Hundred Years

Kubrick's vision seemed to be that humans are doomed, whereas Clarke's is that humans are moving on to a better stage of evolution.

- Marvin Minsky

Moving On, Seemed, Kubrick, Doomed

Around 1967 Dan Bobrow wrote a program to do algebra problems based on symbols rather than numbers.

- Marvin Minsky

Rather, Based, Wrote, Algebra

The basic idea in case-based, or CBR, is that the program has stored problems and solutions. Then, when a new problem comes up, the program tries to find a similar problem in its database by finding analogous aspects between the problems.

- Marvin Minsky

New, Similar, Tries, Stored

Once when I was standing at the base, they started rotating the set and a big, heavy wrench fell down from the 12 o'clock position of the set, and got buried in the ground a few feet from me. I could have been killed!

- Marvin Minsky

Feet, Big, Rotating, Base

I think Lenat is headed in the right direction, but someone needs to include a knowledge base about learning.

- Marvin Minsky

Think, Needs, Include, Base

No computer has ever been designed that is ever aware of what it's doing; but most of the time, we aren't either.

- Marvin Minsky

Aware, Most, Ever, Designed

Societies need rules that make no sense for individuals. For example, it makes no difference whether a single car drives on the left or on the right. But it makes all the difference when there are many cars!

- Marvin Minsky

Car, Need, No Sense, Societies

When David Marr at MIT moved into computer vision, he generated a lot of excitement, but he hit up against the problem of knowledge representation; he had no good representations for knowledge in his vision systems.

- Marvin Minsky

Against, Had, Moved, Excitement

I heard that the same thing occurred in a scene in Alien, where the creature pops out of the chest of a crewman. The other actors didn't know what was to happen; the director wanted to get true surprise.

- Marvin Minsky

Surprise, Happen, Chest, Creature

By the way, it was his simulations that helped out in Jurassic Park - without them, there would have been only a few dinosaurs. Based on his techniques, Industrial Light and Magic could make whole herds of dinosaurs race across the screen.

- Marvin Minsky

Magic, Been, Screen, Park

If you just have a single problem to solve, then fine, go ahead and use a neural network. But if you want to do science and understand how to choose architectures, or how to go to a new problem, you have to understand what different architectures can and cannot do.

- Marvin Minsky

New, Ahead, Neural, Solve

You don't understand anything until you learn it more than one way.

- Marvin Minsky

Learn, More, Than, One Way

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