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CHAPTER 1
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What is
intelligence
according to the
Essential English Dictionary
?
Intelligence is the ability to think, learn, and understand instead of doing things by
instinct
.
What is required for someone or something to think?
Someone or something must have a
brain
or an
organ
that enables learning and understanding.
How can we define
intelligence
?
Intelligence can be defined as the
ability
to learn and understand, to solve problems, and to make
decisions
.
What is
artificial intelligence
(AI)?
AI is an area of
computer science
that emphasizes the creation of
intelligent machines
that work and react like humans.
What abilities does
artificial intelligence
possess?
AI
has the ability to learn and understand, to solve problems, and to make
decisions
.
What are the different definitions of
AI systems
?
Systems that
think
like humans
Systems that
think
rationally
Systems that
act
like humans
Systems that
act
rationally
What is the goal of
artificial intelligence
?
The goal of
AI
is to make machines perform tasks that would require intelligence if done by humans.
Why is the question "Can Machines Think?" important to the
discipline
of
AI
?
It is important because it addresses the
fundamental
capabilities of machines in relation to human intelligence.
What are the components involved in
intelligence
?
Components include
perceiving
,
recognizing
, understanding the real world,
reasoning
,
planning
,
learning
, and
adaptation
.
What did
Turing
invent to avoid semantic arguments about machines and thinking?
Turing invented the
Turing Imitation Game
.
What are the phases of the
Turing Imitation Game
?
Phase 1
:
Interrogator questions a man and a woman in separate rooms.
The man tries to deceive the interrogator, while the woman tries to convince him she is the woman.
Phase 2
:
The man is replaced by a
computer
programmed to deceive.
If the computer can fool the interrogator, it passes the intelligent behavior test.
What are the two remarkable qualities of the
Turing test
?
It provides an
objective
standard view on
intelligence
and is independent from the details of the experiment.
How can the
Turing test
be conducted?
The Turing test can be conducted as a
two-phase
or
single-phase
game.
What did
Turing
believe about
programming
a
digital computer
by the end of the 20th century?
Turing believed it would be possible to program a digital computer to play the
imitation game
.
What does the
Turing test
provide a basis for?
The Turing test provides a basis for the verification and validation of knowledge-based systems.
What are the types of autonomous things in
AI technology
?
Robotics
Vehicles
Drones
Appliances
Agents
What is the
Internet of Bodies
(
IoB
)?
IoB refers to body-attached, implantable, and embedded devices that interact with sensors in the environment.
What are the concerns associated with IoB devices?
Concerns include security, privacy, physical harm, and abuse.
What do
social credit
algorithms
use to identify a person?
They use
facial recognition
and other advanced
biometrics
.
What is the purpose of social credit algorithms?
The purpose is to approve or deny access to consumer products or social services based on retrieved data.
What are the machine learning methods in AI?
Artificial Neural Network
Evolutionary Computation
Fuzzy Logic
Swarm Intelligence
What is a programming paradigm?
A programming paradigm is a fundamental style of computer programming and a way of building the structure and elements of computer programs.
What is the Logic and Symbolic programming paradigm?
It takes a declarative approach to problem-solving using logical assertions about a situation.
What is the structure of a
logical program
?
Definitions/
declarations
that define the
problem domain
Statements of relevant facts
Statement of goals in the form of a
query
What is a sample language used in AI programming paradigms?
PROLOG
What are the components of the sample language
PROLOG
?
Domains
: being = symbol
Predicates
:
animal
(being),
dog
(being),
die
(being)
Clauses
: animal(X) :- dog(X), dog(
fido
), die(X) :- animal(X)