AI
The long road to machines that reason — from Aristotle's syllogisms to today's frontier models.
18 posts· 350 BCE – 1972
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MYCIN, or the physician who never saw a patient
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SHRDLU, 1970: the blocks world where a machine first appeared to understand
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Minsky and Papert draw the line a perceptron cannot cross
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Rosenblatt's perceptron: the machine that could learn
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John McCarthy builds LISP, and AI gets its first native language
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Dartmouth, 1956: the summer that named a field
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The Logic Theorist: a machine that proved theorems before AI had a name
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Samuel's checkers player: the program that coined machine learning
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Turing's imitation game
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Shannon's chess paper and the problem it was really solving
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McCulloch and Pitts, or a mind made of thresholds
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Turing's machine, or the question no algorithm can answer
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Frege's Begriffsschrift
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Boole's algebra of thought
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Leibniz's calculus ratiocinator, or let us calculate who is right
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Llull's Ars Magna, or how a troubadour built the first reasoning machine
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Al-Jazari's musicians, or the first machine you could reprogram
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The Prior Analytics, or the first argument written in letters