A system recommends routes to help achieve a human-defined objective. It could qualify as an AI system even if there is no evidence that it is conscious in a human-like way.
1 Foundations of Artificial Intelligence Online Quiz Questions
Use this free practice quiz with 20 questions to review 1 Foundations of Artificial Intelligence, test your knowledge, and prepare for your next test or exam.
A trained model receives a new input and produces a prediction. What is this use of the model called?
In machine learning, the process of adjusting a model using data so that it performs a task more effectively is called .
A system classifies incoming items into categories. Which description best fits the computational component it uses to produce those classifications?
- A
A set of steps for carrying out a computation
- B
A computational representation used to produce an output
- C
Information used by a computer system
- D
The process of using a trained model on new input
A developer provides labeled email examples, and a system uses them to estimate whether a new message is spam. Which description best fits how the system’s behavior is specified?
- A
It is conventional rule-based software because every possible message must have its own written rule.
- B
It is conventional rule-based software because training examples are explicit instructions.
- C
It is a machine-learning system because examples are used to learn patterns for estimating whether a message is spam.
- D
It cannot be software because its behavior is not specified entirely as individual rules.
AI is separate from ordinary software because AI systems use different physical machinery and do not follow instructions.
- A
True
- B
False
Select all statements supported by the material about approaches used in AI systems.
- A
Some AI systems rely chiefly on explicit rules.
- B
Every AI system must use a model trained from data.
- C
Some AI systems use models trained from data.
- D
A product may combine a learned model with ordinary software logic.
In what year did Alan Turing raise the question of whether machines could exhibit intelligent behavior?
A procedure or set of steps for solving a problem or carrying out a computation is an .
Which description best matches artificial general intelligence (AGI) as presented in the material?
- A
A system that performs one limited task, such as recognizing speech
- B
A proposed system able to perform a wide range of intellectual tasks at a broadly human level
- C
Any software that uses explicit rules
- D
A system that produces predictions but cannot produce recommendations
Select all accurate comparisons of rule-based and learning-based systems.
- A
Rule-based software can be easier to inspect in well-defined cases.
- B
Learning-based systems can handle patterns that are difficult to specify by hand.
- C
Learning-based systems guarantee correct outputs for new inputs.
- D
Learning-based systems may be less transparent.
Why is the 1956 Dartmouth workshop significant in the history of AI?
- A
It established that machines had achieved human-level intelligence.
- B
It marked the first time anyone considered whether machines could behave intelligently.
- C
It is commonly regarded as the beginning of AI as an organized research field.
- D
It replaced rule-based approaches with machine learning.
What is the term for AI designed for a particular task or a limited set of tasks, such as recognizing speech?
Explain how conventional rule-based software differs from a machine-learning system in how its behavior is specified. Give one example of each approach and explain why the distinction is not absolute.
An AI system’s ability to perform a task is, by itself, proof that it has human-like consciousness.
- A
True
- B
False
What term describes a computational representation that a system uses to produce an output such as a prediction or classification?
A model has already been trained on labeled email examples. Which action is an example of inference?
- A
Adjusting a model using labeled examples
- B
Using a trained model to estimate whether a new message is spam
- C
Writing explicit conditions for every message the program may encounter
- D
Choosing the objective that the system should pursue
Which design most clearly illustrates conventional rule-based software?
- A
A model learns discount eligibility from examples of past purchases.
- B
A model estimates how much a customer will spend based on purchase data.
- C
A program grants a discount whenever a purchase exceeds a stated amount.
- D
A program adjusts its own discount conditions after each purchase.
A system is designed specifically to recognize speech. Which AI category best fits this task-specific system?
- A
Narrow AI
- B
Artificial general intelligence (AGI)
- C
A general-purpose algorithm
- D
Conventional rule-based software
Why might a learning-based system be useful for a task whose relevant patterns are difficult to describe with explicit rules?
- A
They eliminate the need for people to choose objectives, data, and evaluation methods.
- B
They can capture patterns that are difficult to specify by hand.
- C
They guarantee correct outputs for inputs not seen during training.
- D
They make the system’s behavior fully transparent in every case.