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Cards (192)
What is the study of artificial intelligence focused on?
Modelling intelligence using
computer systems
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What is the aim of artificial intelligence?
To create
intelligent machines
that think like
humans
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Name one application of artificial intelligence.
Speech recognition
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Who proposed the Turing Test?
Alan Turing
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What does the Turing Test determine?
If a
machine's
behavior mimics
human responses
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How is the Turing Test conducted?
A player asks questions to a human and a
machine
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What happens if the player cannot distinguish between the human and machine?
The
machine
is
classified
as 'intelligent'
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What is a criticism of the Turing Test?
It does not assess the
correctness
of responses
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What type of reasoning can humans use that machines cannot, according to the Turing Test critique?
Common sense
reasoning
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What is a neural network modeled after?
The
human brain
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What are the components of a neural network?
Nodes
linked by
connections
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What do nodes in a neural network do?
Calculate the
weighted sum
of inputs
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What is backward propagation in neural networks?
A method for adjusting
weights
based on output
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What is the purpose of the knowledge base in an expert system?
To store
facts
and
rules
from experts
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What type of knowledge does an expert system primarily use?
Factual
and
heuristic
knowledge
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What is heuristic knowledge?
Rules
derived
from experience and judgment
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What does the inference engine do in an expert system?
Interrogates the
knowledge base
and draws conclusions
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What is a user interface in an expert system?
A means for
users
to
interact
with the system
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What is a command line interface?
A
text-based
interface with preset commands
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What is WIMP in user interfaces?
Windows
,
Icons
,
Menus
,
Pointer
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How does an expert system provide answers to users?
By processing requests through the
inference engine
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What is the purpose of an expert system shell?
To create and
configure
expert systems easily
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What is fuzzy logic used for?
To make decisions with
incomplete
data
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Who are knowledge engineers?
Technical
experts who structure knowledge
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What is a potential ethical dilemma of automated decision-making?
Bias in
AI algorithms
leading to
discrimination
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Why did Amazon shut down its AI recruiting tool?
It
penalized
women
in
hiring
decisions
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What is one advantage of using expert systems in medicine?
They provide accurate and consistent
diagnoses
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What is a disadvantage of expert systems?
They cannot use
intuition
like humans
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How is the knowledge base created in a medical expert system?
By
interviewing
medical staff and reviewing materials
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What is the role of an expert system in car engine diagnosis?
To diagnose
faults
using expert knowledge
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What is a benefit of using an expert system for car diagnostics?
It can provide
consistent
and
accurate
diagnoses
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What is a disadvantage of relying on expert systems?
Human expert knowledge may be
devalued
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What is the purpose of the knowledge base in an expert system?
To store
facts
and
rules
from experts
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What is the role of the inference engine in an expert system?
To draw conclusions from the
knowledge base
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What is the significance of heuristics in expert systems?
They provide rules based on
human experience
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How does fuzzy logic differ from traditional logic?
It uses
degrees of truth
instead of
binary values
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What is the main function of knowledge engineers?
To
structure
and
validate
knowledge for systems
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What is a potential ethical issue with AI systems?
Bias in algorithms affecting fairness
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Why is it important to minimize biases in AI systems?
To ensure fair
decision-making
for all groups
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What is one advantage of expert systems in medical contexts?
They reflect knowledge of many medical experts
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