Alan Turing — "Machines take me by surprise very often."
Machines take me by surprise very often.
Machines take me by surprise very often.
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"I like to think the brain is a kind of pudding, but not a Christmas pudding."
"It is possible for a machine to have a memory in the sense that a human being has a memory."
"The popular view that the brain is a 'digital computer' is a profound oversimplification."
"The digital computers of today are in principle exactly the same as the universal machines I described."
"The extent to which we regard something as a machine is a matter of degree."
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Even experts are caught off guard by what machines do. This quote admits that complex systems don't always behave as expected — they produce outputs that surprise even their builders. It's a humble recognition that understanding a machine's design doesn't mean you can predict every result it generates. Today this resonates deeply: AI systems routinely produce outputs their creators didn't anticipate, validating Turing's early intuition about the unpredictability of intelligent machines.
Turing published this in his landmark 1950 paper Computing Machinery and Intelligence, where he proposed the Turing Test. As the architect of theoretical computing and a Bletchley Park codebreaker who watched mechanical bombes crack Nazi Enigma, he understood machines intimately yet remained genuinely open to their capacity to surprise. This humility drove his belief that machines could learn and eventually think, making him AI's earliest and most visionary advocate.
In 1950, computers were massive room-filling machines viewed strictly as calculators — deterministic tools that did exactly what programmers told them. The idea that a machine could surprise its operator was considered absurd by mainstream science. Turing's era predated transistors dominating computing, the Cold War was beginning, and Britain's wartime codebreaking legacy was still classified. His willingness to treat machine unpredictability as a feature rather than a flaw was genuinely radical for its time.
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