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What magical trick makes us intelligent? The trick is that there is no trick. The power of intelligence stems from our vast diversity, not from any single, perfect principle.

Marvin Minsky

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Marvin Minsky
Age: 88 †
Born: 1927
Born: August 9
Died: 2016
Died: January 24
Artificial Intelligence Researcher
Computer Scientist
Mathematician
Scientist
University Teacher
New York City
New York
Marvin Lee Minsky
Marvin L. Minsky
Principles
Trick
Perfect
Tricks
Makes
Vast
Power
Diversity
Principle
Intelligence
Stems
Intelligent
Stem
Single
Magical

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In science, one learns the most by studying what seems to be the least.
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Will robots inherit the earth? Yes, but they will be our children.
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Everything is similar if you're willing to look far out of focus.
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Anyone could learn Lisp in one day, except that if they already knew Fortran, it would take three days.
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But the big feature of human-level intelligence is not what it does when it is works but what it does when it's stuck.
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Our present culture may be largely shaped by this strange idea of isolating children's thought from adult thought. Perhaps the way our culture educates its children better explains why most of us come out as dumb as they do, than it explains how some of us come out as smart as they do.
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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.
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The secret of what anything means to us depends on how we've connected it to all the other things we know. That's why it's almost always wrong to seek the real meaning of anything. A thing with just one meaning has scarcely any meaning at all.
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All intelligent problem solvers are subject to the same ultimate constraints - limitations on space, time, and materials.
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But just as astronomy succeeded astrology, following Kepler's discovery of planetary regularities, the discoveries of these many principles in empirical explorations of intellectual processes in machines should lead to a science, eventually.
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Once the computers got control, we might never get it back. We would survive at their sufferance. If we're lucky, they might decide to keep us as pets.
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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.
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If we understood something just one way, we would not understand it at all.
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You don't understand anything unless you understand there are at least 3 ways.
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One can acquire certainty only by amputating inquiry.
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The principal activities of brains are making changes in themselves.
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Everything, including that which happens in our brains, depends on these and only on these: A set of fixed, deterministic laws.
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I cannot articulate enough to express my dislike to people who think that understanding spoils your experience... How would they know?
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Computer languages of the future will be more concerned with goals and less with procedures specified by the programmer.
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How many processes are going on, to keep that teacup level in your grasp? There must be a hundred of them.
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