Alan Turing — "Machines take me by surprise with great frequency."
Machines take me by surprise with great frequency.
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Understanding this quote
What it means
Even those who design and build machines cannot fully predict what those machines will do. The quote acknowledges that computational systems generate outputs and behaviors their creators didn't anticipate. Rather than treating this as a flaw, it suggests machines carry a complexity that outruns human expectation—a subtle argument that unpredictability, often considered proof of thought, isn't exclusive to humans.
Relevance to Alan Turing
This quote appears in Turing's landmark 1950 paper 'Computing Machinery and Intelligence,' where he introduced the Turing Test. He used it to counter the objection that machines can't surprise us, arguing it exposes a false assumption about human mental processes. His wartime codebreaking at Bletchley Park, where the Bombe machine surfaced unexpected Enigma solutions daily, gave him direct experience of machines defying prediction.
The era
In 1950, computers were room-sized machines accessible only to governments and universities, and machine intelligence was deeply controversial. The Cold War was intensifying, WWII codebreaking remained classified, and scientists debated whether logic machines could ever truly think. Engineers widely assumed machines were purely deterministic—incapable of genuine surprise. Turing's observation challenged that consensus at the exact moment modern computing was being born.
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