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Computing Machinery and Intelligence

Alan Turing publishes the paper that frames the modern question of machine intelligence and proposes what became known as the Turing Test.

Research

What Happened

In October 1950, Alan Turing published “Computing Machinery and Intelligence” in the journal Mind. The paper reframed the question “Can machines think?” into an operational, test-like setup (the “imitation game”), laying out arguments and counterarguments for machine intelligence.

Why It Matters

This paper helped set the intellectual agenda for AI as both a scientific and philosophical pursuit: it shifted debate from definitions toward observable behavior, and it remains a commonly cited starting point for discussions about evaluation, intelligence, and human–machine interaction.

Technical Details

Turing’s approach emphasizes an evaluation protocol over an internal-mechanism definition of “thinking,” anticipating later debates about benchmarks, test design, and the limits of behavioral evaluation.