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The Shape of Intelligence

I · Precursors and formal computation, to the 1950s

The question

What did people mean when they imagined a thinking machine?

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Before anyone built a thinking machine, people argued about what thinking was. In 1936 Alan Turing described a machine that could carry out any procedure written as a finite list of steps, which gave "computation" a precise meaning. In 1943 Warren McCulloch and Walter Pitts wrote the nerve cell as a switch: add up the inputs, fire if the total crosses a threshold. In 1950 Turing set the argument aside with a test: if a machine can hold a conversation you cannot tell from a person's, call it intelligent. In 1955 four researchers proposed a summer study at Dartmouth on the conjecture that every feature of intelligence could be described precisely enough for a machine to simulate it. They named the field before they had a method. That order of events matters. The definition of intelligence was never settled first; it was rewritten each time a new method arrived.

Listen to this chapterNarration, synthesised from Jamie McKaye's voice · 0:58 · the chapter text above is the transcript

Artefacts

  • A logical calculus of the ideas immanent in nervous activity

    1943 · reconstruction

    The title block of "A logical calculus of the ideas immanent in nervous activity" (1943), set again in the exhibition's type. A reconstruction, not the printed page. Reconstruction; the paper is McCulloch and Pitts, 1943.

    reconstructed · Reconstruction; the paper is McCulloch and Pitts, 1943 · n/a (made for the exhibition) · source

  • A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence

    31 August 1955 · reconstruction

    The opening of the Dartmouth proposal (31 August 1955), set again in the exhibition's type. A reconstruction, not the typescript. Reconstruction; the proposal is McCarthy, Minsky, Rochester and Shannon, 1955.

    reconstructed · Reconstruction; the proposal is McCarthy, Minsky, Rochester and Shannon, 1955 · n/a (made for the exhibition) · source

From the archive

  1. 1943A logical calculus of nervous activity
  2. 1950Computing machinery and intelligence
  3. 1956The Dartmouth workshop names the field

Claims in this chapter