The following topics are covered in this video: 1. What Is Artificial Intelligence? 2. Applications of Artificial Intelligence. 3. What is meant by acting humanly? 4. What is meant by thinking humanly? 5. What is meant by thinking rationally? 6. What is meant by acting rationally?
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Marks distribution
Mid – 30 marks
Sessional – 20 marks
Assignments
Quizzes
Spot test
Class participation
Final – 20 marks
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Class delivery method
Self recorded video lecture will be available on
YouTube channel Digital Teacher IT You could
watch there or download from class WhatsApp
group.
For Assignment and Quizzes do visit Google
class room frequently.
For live streaming we will have an hour daily
session on Google meet or YouTube to answer
your queries.
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What is artificial intelligence?
Artificial intelligence (AI) refers to the simulation of
human intelligence in machines that are programmed
to think like humans and mimic their actions.
learning
problem-solving.
Planning
Reasoning
The art of creating machines that perform functions
that require intelligence when performed by people''
(Kurzweil, 1990)
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Applications of Artificial Intelligence
AI is being tested and used in the healthcare
industry for dosing drugs and different
treatment in patients, and for surgical
procedures in the operating room.
Machines with artificial intelligence include
computers that play chess and self-driving
cars.
bank's fraud detection.
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Applications of Artificial Intelligence
Stock exchange
Different recognition system.
Recommendation system
Etc.
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What is AI?
Systems that think like humans Systems that think rationally
Systems that act like humans Systems that act rationally
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Acting humanly: The Turing Test
approach
The test proposed that the computer should be
interrogated by a human via a teletype, and passes the
test if the interrogator cannot tell if there is a computer or
a human at the other end.
The computer would need to possess the following
capabilities:
natural language processing to enable it to communicate
successfully in English (or some other human language);
knowledge representation to store information provided
before or during the interrogation;
automated reasoning to use the stored information to answer
questions and to draw new conclusions;
machine learning to adapt to new circumstances and to detect
and extrapolate patterns.
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Thinking humanly: The cognitive
modeling approach
This requires "getting inside" of the human
mind to see how it works and then
comparing our computer programs to this.
Another way to do this is to observe a human
problem solving and argue that one's
programs go about problem solving in a
similar way.
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Thinking rationally
the use of logic. Need to worry about
modeling uncertainty and dealing with
complexity
Example: All computers use energy. Using
energy always generates heat. Therefore, all
computers generate heat..
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Acting rationally
Acting rationally means acting so as to achieve one's
goals, given one's beliefs.
In the ``laws of thought'' approach to AI, the whole
emphasis was on correct inferences.
Making correct inferences is sometimes part of being a
rational agent, because one way to act rationally is to
reason logically to the conclusion that a given action will
achieve one's goals, and then to act on that conclusion.
On the other hand, correct inference is not all of
rationality, because there are often situations where
there is no provably correct thing to do, yet
something must still be done.
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PS (General Problem Solver) was an early computer program that attempted to model human thinking. The developers were not so much interested in whether or not GPS solved problems correctly. They were more interested in showing that it solved problems like people, going through the same steps and taking around the same amount of time to perform those steps
An agent is just something that perceives and acts. (This may be an unusual use of the word, but you will get used to it.)