Alan Turing — "The question is not whether machines can think, but whether they can do somethin…"

The question is not whether machines can think, but whether they can do something that we would call thinking.
Alan Turing — Alan Turing Modern · Computer science, codebreaking

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Computing Machinery and Intelligence

Date: 1950

Power & Leadership

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Understanding this quote

What it means

The real debate isn't about defining machine consciousness in abstract terms — it's about observable behavior. If a machine produces outputs indistinguishable from human reasoning, the philosophical label matters less than the practical reality. Intelligence should be judged by what something does, not by what it's made of or whether it experiences anything internally.

Relevance to Alan Turing

Turing spent his career building machines that performed tasks previously requiring human minds — cracking Enigma at Bletchley Park, designing early computers. His 1950 Turing Test reframed AI around behavioral imitation rather than inner experience. A pragmatist by nature, he consistently asked what machines could demonstrably accomplish rather than debating metaphysics.

The era

In the late 1940s and early 1950s, computing was brand new and widely dismissed as mere calculation. Turing published 'Computing Machinery and Intelligence' in 1950, amid Cold War pressure to harness technology and deep philosophical skepticism about machine minds. His framing challenged both scientists and philosophers to move past definitional arguments toward empirical tests.

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