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Santoshkumar Mutalik - 30/03/09
Coverage
- Definition & Overview

- Perspectives

- Approaches

- Evaluation
- Applications
Artificial intelligence (AI) is the intelligence of machines and
the branch of computer science which aims to create it.

  John McCarthy, who coined the term in 1956, defines it
  as "the science and engineering of making intelligent
  machines."

  This field raises philosophical issues about the nature of
  the mind and limits of scientific hubris, issues which have
  been addressed by myth, fiction and philosophy since
  antiquity.
   Thinking machines and artificial beings appear in
   Greek myths such as Talos of Crete.
Perspectives …

If a machine can be created that has intelligence, could it
also feel ?

  The Film – A.I. depicts about human mentalities &
  responses shown by a A.B. – Robot!


  The Film – Ghosts in the Shell - an extension to human
  abilities.


  By 2029, futurists argue that PCs will have same
  processing power as Human Brain! – Transhumanism.
Approaches …


Cybernetics and brain simulation

Traditional symbolic AI

Sub-symbolic AI

Statistical AI
Evaluation…

In 1950, Alan Turing proposed a general procedure to
test intelligence of an agent, known as Turing’s test.
The broad classes of outcome for an AI test are:
optimal: it is not possible to perform better
strong super-human: performs better than all humans
super-human: performs better than most humans
sub-human: performs worse than most humans.


For example, performance at checkers (draughts) is
optimal, performance at chess is super-human and
nearing strong super-human, and performance at many
everyday tasks performed by humans is sub-human.
Applications…


 Artificial intelligence has successfully been used in a
 wide range of fields including medical diagnosis,
 stock trading, robot control, law, scientific discovery,
 video games and toys. Frequently, when a technique
 reaches mainstream use it is no longer considered
 artificial intelligence, sometimes described as the
 AI effect. It may also become integrated into artificial life.


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Artificial Intelligence

  • 2. Coverage - Definition & Overview - Perspectives - Approaches - Evaluation - Applications
  • 3. Artificial intelligence (AI) is the intelligence of machines and the branch of computer science which aims to create it. John McCarthy, who coined the term in 1956, defines it as "the science and engineering of making intelligent machines." This field raises philosophical issues about the nature of the mind and limits of scientific hubris, issues which have been addressed by myth, fiction and philosophy since antiquity. Thinking machines and artificial beings appear in Greek myths such as Talos of Crete.
  • 4. Perspectives … If a machine can be created that has intelligence, could it also feel ? The Film – A.I. depicts about human mentalities & responses shown by a A.B. – Robot! The Film – Ghosts in the Shell - an extension to human abilities. By 2029, futurists argue that PCs will have same processing power as Human Brain! – Transhumanism.
  • 5. Approaches … Cybernetics and brain simulation Traditional symbolic AI Sub-symbolic AI Statistical AI
  • 6. Evaluation… In 1950, Alan Turing proposed a general procedure to test intelligence of an agent, known as Turing’s test. The broad classes of outcome for an AI test are: optimal: it is not possible to perform better strong super-human: performs better than all humans super-human: performs better than most humans sub-human: performs worse than most humans. For example, performance at checkers (draughts) is optimal, performance at chess is super-human and nearing strong super-human, and performance at many everyday tasks performed by humans is sub-human.
  • 7. Applications… Artificial intelligence has successfully been used in a wide range of fields including medical diagnosis, stock trading, robot control, law, scientific discovery, video games and toys. Frequently, when a technique reaches mainstream use it is no longer considered artificial intelligence, sometimes described as the AI effect. It may also become integrated into artificial life.