The Creativity Code: How AI is learning to write, paint and think
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Marcus Sautoy du. The Creativity Code: How AI is learning to write, paint and think
Copyright
Dedication
1. THE LOVELACE TEST
2. CREATING CREATIVITY
Can creativity be taught?
3. READY, STEADY, GO
Game Boy extraordinaire
First blood
‘Beautiful. Beautiful. Beautiful’
The human fight-back
From hilltop to mountain peak
4. ALGORITHMS, THE SECRET TO MODERN LIFE
Desert island algorithm
Maths, the secret to a happy marriage
The battle of the booksellers
5. FROM TOP DOWN TO BOTTOM UP
To see or not to see
Algorithmic hallucinations
6. ALGORITHMIC EVOLUTION
‘If you like this …’
How to train your algorithm
Biases and blind spots
Machine versus machine
7. PAINTING BY NUMBERS
What is art?
Creative critters
Coding the visual world
Fractals: nature’s code
From AARON to ‘The Painting Fool’
8. LEARNING FROM THE MASTERS
Resurrecting Rembrandt
Competitive creativity
Seeing how an algorithm thinks
The algorithm is the art
9. THE ART OF MATHEMATICS
The mathematical game of proof
The origins of mathematics
The origins of proof
10. THE MATHEMATICIAN’S TELESCOPE
Coq: the proof checker
The limits of our human hardware
Voevodsky’s visions
11. MUSIC: THE PROCESS OF SOUNDING MATHEMATICS
Bach: the first musical coder
Emmy: the AI composer
‘The Game’: a musical Turing Test
DeepBach: re-creating the composer from the bottom up
12. THE SONGWRITING FORMULA
Pushkin, poetry and probabilities
‘The Continuator’: the first AI jazz improviser
The Flow Machine
Quantum composition
Why do we make music?
13. DEEPMATHEMATICS
The mathematics of Mizar
A mathematical Turing Test
The mathematical Library of Babel
Mathematical fables
Tales of the unexpected
The narrative art of mathematics
14. LANGUAGE GAMES
‘This is Jeopardy!’
The way Watson works
Lost in translation
Robot lingo
Stuck in the Chinese Room
15. LET AI TELL YOU A STORY
How to write a novel in a month
Harry Potter and the deathly Botnik
What if …?
The Great Automatic Mathematizator
Have AI got news for you
16. WHY WE CREATE: A MEETING OF MINDS
FOOTNOTE. 4 ALGORITHMS, THE SECRET TO MODERN LIFE
ILLUSTRATIONS
FURTHER READING
Books
Papers
Courses
Extras
INDEX
ACKNOWLEDGEMENTS
By the same author
About the Publisher
Отрывок из книги
To Shani, for all her love and support, creativity and intelligence
Title Page
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The DeepMind team worked around the clock trying to fix this blind spot. Eventually they just had to lock down the code as it was. It was time to ship the laptop they were using to Seoul.
The stage was set for a fascinating duel as the players, or at least one player, sat down on 9 March to play the first of the five games.
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