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Presented by,
   Shahabaj Dange
ARTIFICIAL INTELLIGENCE
   • Intelligence: “ability to learn, understand and think”
       (Oxford dictionary)

   • AI is the study of how to make computers make things
       which at the moment people do better.

   • Examples: Speech recognition, Smell, Face, Object,
       Intuition, Inferencing, Learning new skills, Decision
       making, Abstract thinking.


2/26/2013                     Artificial Intelligence          3
ARTIFICIAL INTELLIGENCE
Intelligence Behavior
Specific characteristics of intelligent behavior:

            – Learn from experience and apply the knowledge acquired from
              experience.
            – Handle complex situations.
            – Solve problems when important information is missing.
            – Determine what is important.
            – React quickly and correctly to a new situation.
            – Understand visual images.
            – Process and manipulate symbols.
            – Be creative and imaginative.
            – Use heuristics.




2/26/2013                           Artificial Intelligence                 6
4 Views of AI

        Think like humans                          Think rationally




            Act like humans                        Act rationally


2/26/2013                     Artificial Intelligence                 7
Turing Test
(developed by Alan Turing, a British Mathematician)

      attempts to determine whether the
       responses from a computer with
   intelligent behavior are indistinguishable
         from responses from a human.
Games
 1950        Claude Shannon published a paper describing how
             a computer could play chess.
 1952-1962   Art Samuel built the first checkers program
 1957         a chess program was written by Alex Bernstein at MIT
              for an IBM 704.
              Newell and Simon predicted that a computer will
              beat a human at chess within 10 years.
 1967        MacHack was good enough to achieve a class-C
              rating in tournament chess.
 1994        Chinook became the world checkers champion
 1997        Deep Blue beat Kasparpov
 2007        Checkers is solved
 2/26/2013                    Artificial Intelligence                 9
The difference between Natural and Artificial Intelligence
                               Attributes                                Natural        Artificial
                                                                         Intelligence   Intelligence
                                                                         (Human)        (Machine)

  The ability to use sensors (eyes, ears, touch, smell)                  HIGH           LOW

  The ability to be creative and imaginative                             HIGH           LOW

  The ability to learn from experience                                   HIGH           LOW

  The ability to be adaptive                                             HIGH           LOW

  The ability to afford the cost of acquiring intelligence               HIGH           LOW

  The ability to use a variety of information source                     HIGH           HIGH

  The ability to acquire large amount of external information            HIGH           HIGH

  The ability to make complex calculations                               LOW            HIGH

  The ability to transfer information                                    LOW            HIGH

  The ability to make a series of calculations rapidly and accurately    LOW            HIGH



2/26/2013                                      Artificial Intelligence                                 10
Major Branches of AI
            – Perceptive system
                 • A system that approximates the way a human sees, hears, and
                   feels objects
            –   Robotics
            –   Vision system
            –   Natural language processing
            –   Neural network
            –   Expert system
            –   Learning system
                                                                Schematic


2/26/2013                            Artificial Intelligence                     11
Major Branches of
            Artificial Intelligence



                    VISION        LEARNING
                   SYSTEMS         SYSTEMS

        ROBOTICS
                                                                    EXPERT
                                                                   SYSTEMS


                                                         NEURAL
                    NATURAL LANGUAGE                    NETWORKS
                       PROCESSING


2/26/2013                     Artificial Intelligence                        12
Major Branches of Artificial Intelligence
  1. Robotics

  Involve developing mechanical or
  computer devices that perform
  tasks requiring a high degree of
  precision or that are hazardous for
  humans.




2/26/2013                   Artificial Intelligence   13
2. Vision Systems

    Include hardware and software
    that permit computers to
    capture, store, and manipulate
    visual images and pictures.




2/26/2013                   Artificial Intelligence   14
3. Natural language processing
  Computers understand and react to statements and commands made in a
  “natural” language, such as English.

  4. Learning system
  Computer changes how it functions or reacts to situations based on feedback.

  5. Neural network
  Computer system that can act like or simulate the functioning of the human
  brain.

  6. Expert Systems
  Consists of hardware and software that stores knowledge and makes inferences,
  similar to a human expert.




2/26/2013                           Artificial Intelligence                       15
What if Technology goes beyond control ?
•   The Matrix (Series)
•   Terminator (Series)
•   Transformers (Series)
•   Robot
•   Startrek




2/26/2013               Artificial Intelligence   16
Laws of Robots
• stated by Isaac Asimov
• First Law:
         A robot may not injure a human being, or, through inaction,
    allow a human being to come to harm.
• Second Law:
        A robot must obey orders given it by human beings, except
    where such orders would conflict with the First Law.
• Third Law:
         A robot must protect its own existence as long as such
    protection does not conflict with the First or Second Law.


2/26/2013                     Artificial Intelligence                  17
Ethics of AI
            – People might lose their jobs to automation.
            – People might lose their sense of being unique.
            – People might lose some of their privacy rights.
            – The use of AI systems might result in a loss of
              accountability.
            – The success of AI might mean the end of the human
              race.




2/26/2013                          Artificial Intelligence        18
AI Applications
   AI techniques are used in many common applications; just a sample
            –   Intelligent user interfaces
            –   Search Engines
            –   Spell/grammar checkers
            –   Context sensitive help systems
            –   Medical diagnosis systems
            –   Regulating/Controlling hardware devices and processes (e.g, in automobiles)
            –   Voice/image recognition (more generally, pattern recognition)
            –   Scheduling systems (airlines, hotels, manufacturing)
            –   Error detection/correction in electronic communication
            –   Program verification / compiler and programming language design
            –   Web search engines / Web spiders
            –   Web personalization and Recommender systems (collaborative/content filtering)
            –   Personal agents
            –   Customer relationship management
            –   Credit card verification in e-commerce / fraud detection
            –   Data mining and knowledge discovery in databases
            –   Computer games



2/26/2013                                    Artificial Intelligence                            19
2/26/2013   Artificial Intelligence   20
2/26/2013   Artificial Intelligence   22

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AI Fundamentals: An Introduction to Key Concepts and Applications

  • 1.
  • 2. Presented by, Shahabaj Dange
  • 3. ARTIFICIAL INTELLIGENCE • Intelligence: “ability to learn, understand and think” (Oxford dictionary) • AI is the study of how to make computers make things which at the moment people do better. • Examples: Speech recognition, Smell, Face, Object, Intuition, Inferencing, Learning new skills, Decision making, Abstract thinking. 2/26/2013 Artificial Intelligence 3
  • 6. Specific characteristics of intelligent behavior: – Learn from experience and apply the knowledge acquired from experience. – Handle complex situations. – Solve problems when important information is missing. – Determine what is important. – React quickly and correctly to a new situation. – Understand visual images. – Process and manipulate symbols. – Be creative and imaginative. – Use heuristics. 2/26/2013 Artificial Intelligence 6
  • 7. 4 Views of AI Think like humans Think rationally Act like humans Act rationally 2/26/2013 Artificial Intelligence 7
  • 8. Turing Test (developed by Alan Turing, a British Mathematician) attempts to determine whether the responses from a computer with intelligent behavior are indistinguishable from responses from a human.
  • 9. Games  1950 Claude Shannon published a paper describing how  a computer could play chess.  1952-1962 Art Samuel built the first checkers program  1957 a chess program was written by Alex Bernstein at MIT for an IBM 704. Newell and Simon predicted that a computer will beat a human at chess within 10 years.  1967 MacHack was good enough to achieve a class-C rating in tournament chess.  1994 Chinook became the world checkers champion  1997 Deep Blue beat Kasparpov  2007 Checkers is solved 2/26/2013 Artificial Intelligence 9
  • 10. The difference between Natural and Artificial Intelligence Attributes Natural Artificial Intelligence Intelligence (Human) (Machine) The ability to use sensors (eyes, ears, touch, smell) HIGH LOW The ability to be creative and imaginative HIGH LOW The ability to learn from experience HIGH LOW The ability to be adaptive HIGH LOW The ability to afford the cost of acquiring intelligence HIGH LOW The ability to use a variety of information source HIGH HIGH The ability to acquire large amount of external information HIGH HIGH The ability to make complex calculations LOW HIGH The ability to transfer information LOW HIGH The ability to make a series of calculations rapidly and accurately LOW HIGH 2/26/2013 Artificial Intelligence 10
  • 11. Major Branches of AI – Perceptive system • A system that approximates the way a human sees, hears, and feels objects – Robotics – Vision system – Natural language processing – Neural network – Expert system – Learning system Schematic 2/26/2013 Artificial Intelligence 11
  • 12. Major Branches of Artificial Intelligence VISION LEARNING SYSTEMS SYSTEMS ROBOTICS EXPERT SYSTEMS NEURAL NATURAL LANGUAGE NETWORKS PROCESSING 2/26/2013 Artificial Intelligence 12
  • 13. Major Branches of Artificial Intelligence 1. Robotics Involve developing mechanical or computer devices that perform tasks requiring a high degree of precision or that are hazardous for humans. 2/26/2013 Artificial Intelligence 13
  • 14. 2. Vision Systems Include hardware and software that permit computers to capture, store, and manipulate visual images and pictures. 2/26/2013 Artificial Intelligence 14
  • 15. 3. Natural language processing Computers understand and react to statements and commands made in a “natural” language, such as English. 4. Learning system Computer changes how it functions or reacts to situations based on feedback. 5. Neural network Computer system that can act like or simulate the functioning of the human brain. 6. Expert Systems Consists of hardware and software that stores knowledge and makes inferences, similar to a human expert. 2/26/2013 Artificial Intelligence 15
  • 16. What if Technology goes beyond control ? • The Matrix (Series) • Terminator (Series) • Transformers (Series) • Robot • Startrek 2/26/2013 Artificial Intelligence 16
  • 17. Laws of Robots • stated by Isaac Asimov • First Law: A robot may not injure a human being, or, through inaction, allow a human being to come to harm. • Second Law: A robot must obey orders given it by human beings, except where such orders would conflict with the First Law. • Third Law: A robot must protect its own existence as long as such protection does not conflict with the First or Second Law. 2/26/2013 Artificial Intelligence 17
  • 18. Ethics of AI – People might lose their jobs to automation. – People might lose their sense of being unique. – People might lose some of their privacy rights. – The use of AI systems might result in a loss of accountability. – The success of AI might mean the end of the human race. 2/26/2013 Artificial Intelligence 18
  • 19. AI Applications AI techniques are used in many common applications; just a sample – Intelligent user interfaces – Search Engines – Spell/grammar checkers – Context sensitive help systems – Medical diagnosis systems – Regulating/Controlling hardware devices and processes (e.g, in automobiles) – Voice/image recognition (more generally, pattern recognition) – Scheduling systems (airlines, hotels, manufacturing) – Error detection/correction in electronic communication – Program verification / compiler and programming language design – Web search engines / Web spiders – Web personalization and Recommender systems (collaborative/content filtering) – Personal agents – Customer relationship management – Credit card verification in e-commerce / fraud detection – Data mining and knowledge discovery in databases – Computer games 2/26/2013 Artificial Intelligence 19
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