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Thinking with Machines: Margaret Masterman and the Discovery of AI

Autor Prof. Peter de Bolla
en Limba Engleză Hardback – 11 dec 2026
Sixty-five years ago a small group of maverick thinkers gathered in a converted Buddhist museum on the outskirts of Cambridge, convinced that language held the key to unlocking artificial intelligence. Their leader was the extraordinary and eccentric Margaret Masterman - religious devotee, linguist, logician, philosopher, self-made computer scientist, and forgotten prophet of AI.

With the discovery of an archive that had remained unopened for nearly forty years, Peter de Bolla has pieced together the remarkable story of Masterman's creation and direction of the Cambridge Language Research Unit (CLRU). Working on the fringes of the university, dismissed as an amateur and constrained by structural sexism, Margaret Masterman, who took dictation from Wittgenstein, led the CLRU to the discovery of AI as they worked at an extraordinary pace to crack the problem of machine translation. Taking Turing's theoretical proposal of an 'electronic brain' and running furiously with it, she and her colleagues built the first machine that could think - a machine capable of engaging with human minds, and even, in Masterman's prophesised future, of doing philosophy alongside them.

Her audacious claim that a machine could generate meaning, not merely manipulate symbols made - and still makes - her both a prophetic voice and a heretic. Blending biography, intellectual history, the drama of scientific revolution, and the exhilarating discovery of the most powerful technology of the twenty-first century, AI, this book reveals how Masterman and her collaborators - from philosophers, linguists and botanists to quantum theorists - came to formulate a theory of language and mind that we are only now beginning to see in action in the large language models that shape our world today.
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Specificații

ISBN-13: 9781350642980
ISBN-10: 1350642983
Pagini: 256
Dimensiuni: 156 x 234 x 25 mm
Greutate: 0.45 kg
Editura: Bloomsbury Publishing
Colecția Bloomsbury Academic
Locul publicării:London, United Kingdom

Cuprins

Foreword

1. 'One day it will be possible to do think with machines'
2. 'Learning to generalize freely and fancifully': Masterman at Newnham, 1929 -1933
3. From theatre to commune: 1933-1951
4. Thinking machines: 1947-1952
5. The foundation of the CLRU: 1953 - 1956
6. Testing to destruction: 1957
7. The mechanization of thought processes: 1958 - 1961
8. Freeing the mind: 1962
9. 'I don't have words, I have phrases': The Sands Hotel, Las Vegas, 1965
10. 'Language is a dynamic corporate memory device': The breakthrough of 1968
11. 'Put on my tomb "This is what she was trying for"'

Appendix I: Timeline of early MT research.
Appendix II: Significant papers and publications of Margaret Masterman.

Recenzii

This compelling and brilliantly-argued book charts the career of an exceptionally important and visionary figure in the history of artificial intelligence. It establishes the remarkable importance of Margaret Masterman, philosopher and pioneer, theologian and theorist, whose collaborative research and brilliant innovations established the bases for radical models of human and machine language. De Bolla's account completely changes every standard story of the history of AI and its direction of travel. This is a book that needs to be read by anyone concerned with the realities of artificial intelligence, the ways in which it has been designed, and its many possible futures.