Argument Evaluation Techniques

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What type of algorithm tries to make inferences about new data points based on labeled data?

Supervised learning (correct)

Artificial Neural Networks

Unsupervised learning

Reinforcement learning

Which type of learning involves analyzing unlabeled data to find patterns?

Deep learning

Reinforcement learning

Supervised learning

Unsupervised learning (correct)

In reinforcement learning, how does the algorithm try to find successful strategies for a goal?

By analyzing labeled data

By finding patterns in data

Through trial and error with a reward function (correct)

By simulating brain neurons

Which type of AI simulates brain neurons and includes deep learning with multiple hidden layers?

Deep learning Signup and view all the answers

In the context of AI, what are some ethical challenges associated with narrow AI?

Data harvesting and privacy concerns Signup and view all the answers

When does the need for explanations from AI matter according to the text?

When a decision harms people or leaves them worse off than others Signup and view all the answers

'Data harvesting and privacy concerns' are associated with which type of AI challenge?

Narrow AI Signup and view all the answers

'Improving one’s credit-worthiness' is used as an example of when explanations from AI matter for:

'When decision subjects need to know how to get better results' Signup and view all the answers

'AI often makes decisions that people cannot understand' is associated with the issue of:

'Explainability' Signup and view all the answers

'Abuse, misuse of powerful tools' is an ethical challenge associated with which type of AI challenge?

'Narrow AI' Signup and view all the answers

Argument Evaluation Techniques

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Questions and Answers

What type of algorithm tries to make inferences about new data points based on labeled data?

Which type of learning involves analyzing unlabeled data to find patterns?

In reinforcement learning, how does the algorithm try to find successful strategies for a goal?

Which type of AI simulates brain neurons and includes deep learning with multiple hidden layers?

In the context of AI, what are some ethical challenges associated with narrow AI?

When does the need for explanations from AI matter according to the text?

'Data harvesting and privacy concerns' are associated with which type of AI challenge?

'Improving one’s credit-worthiness' is used as an example of when explanations from AI matter for:

'AI often makes decisions that people cannot understand' is associated with the issue of:

'Abuse, misuse of powerful tools' is an ethical challenge associated with which type of AI challenge?

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