the mind of the machine: artificial intelligence? paul curzon queen mary, university of london...

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The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary, University of London as part of the cs4fn project with support from EPSRC and

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Page 1: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

The Mind of the Machine:Artificial Intelligence?

Paul CurzonQueen Mary, University of London

Created by Peter McOwan and Paul Curzon of Queen Mary, University of London

as part of the cs4fn project

with support from EPSRC and Google

Page 2: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

Talk Outline

• How would you know if you met an intelligent computer?

• How do you build one?

• Some games and experiments

• The future…

Page 3: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

Artificial Intelligence in Movies

Page 4: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

Intelligence in Computer Games

Page 5: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

What do we mean by Artificial Intelligence?

• What do we mean by human ‘intelligence’?

• If we identify abilities in others as intelligent, can we then build machines to also have these abilities?

Page 6: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

I have a piece of paper that is more intelligent than anyone

in this room!

Page 7: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

AIs beat humans at their own game

1997, IBM's Deep Blue Supercomputer beat reigning World Chess Champion, Garry Kasparov

…Following rules,

…brute force searching"I'm not afraid to admit "I'm not afraid to admit that I'm afraid,"that I'm afraid,"

- Kasparov

Page 8: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

A Victorian Parlour Game

How did a Victorian party game

launch the subject of Artificial Intelligence?

Page 9: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

The Turing test: a test of intelligence?

Page 10: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

Lets play….Who’s the AI?

Volunteers please!Acting ability needed

Page 11: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

So what about our Brain

• Obviously Intelligent!• Its ‘smart’ so

– Don’t just try and do what it does

– copy the machinery!

• What have our brains evolved that makes us smart?

• First a brain test …

Page 12: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

An illusion by Edward H Adelson

Page 13: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

So what's in our head?• Rules being followed…how?• Billions of interconnected

nerve cells called neurons• Very simple computing

units, working together

Page 14: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

A simple model of a neuron

W1W2

W3

• But what does a neuron ‘understand’?

Page 15: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

Let’s build a bit of a brainto play snap!

Page 16: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

RED

RED + RED

BLACKBLACK+ BLACK

Card#1 Card#2SNAPNeuron!

2

2

1

Page 17: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

Put lots of artificial neurons together…Emotional Intelligence?

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are needed to see this picture.

Page 18: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

Other ways to become intelligent?

Survival of the fittest www.sodarace.net

Page 19: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

Breeding Solutions

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are needed to see this picture.

Page 20: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

• Win at games

• Have (limited) conversations

• Diagnose medical problems

• Show creativity– Humour, Painting, Music, Poetry

• Show emotions

• Reproduce

AIs can already…

Page 21: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,

The Future• We will all soon be living with robots.

– You could be one of the people making it happen

• Human intelligence is still a mystery that we are exploring through biology, psychology and computer science

• You will be a part of that future ….

• More on the fun of Artificial Intelligence @

www.cs4fn.org/ai/

Page 22: The Mind of the Machine: Artificial Intelligence? Paul Curzon Queen Mary, University of London Created by Peter McOwan and Paul Curzon of Queen Mary,