Ethical AI Development

Choose a study mode

Play Quiz
Study Flashcards
Spaced Repetition
Chat to Lesson

Podcast

Play an AI-generated podcast conversation about this lesson
Download our mobile app to listen on the go
Get App

Questions and Answers

Which of the following is a primary goal of integrating ethics into artificial intelligence (AI) development?

  • To create AI systems that are indistinguishable from humans.
  • To accelerate the deployment of AI systems regardless of potential consequences.
  • To ensure AI systems align with human values and societal norms. (correct)
  • To minimize the computational cost of AI algorithms.

In the context of AI ethics, what does 'transparency' primarily refer to?

  • The clarity and understandability of how an AI system makes decisions. (correct)
  • The open-source nature of AI software.
  • The speed at which an AI system can process data.
  • The ability of an AI to operate without any human intervention.

What is a significant risk associated with biased training data in machine learning?

  • Increased transparency in AI decision-making.
  • Perpetuation and amplification of societal biases. (correct)
  • Reduced computational efficiency of the AI model.
  • Decreased accuracy in predicting outcomes for all demographic groups.

Which ethical challenge is highlighted by the increasing use of AI in autonomous vehicles?

<p>The difficulty of programming vehicles to handle all possible traffic scenarios ethically. (D)</p> Signup and view all the answers

What is the primary purpose of 'explainable AI' (XAI)?

<p>To make the decision-making processes of AI more understandable to humans. (C)</p> Signup and view all the answers

How can differential privacy techniques help address ethical concerns in AI?

<p>By adding noise to data to protect individual privacy while still allowing for useful analysis. (A)</p> Signup and view all the answers

Which approach is most effective for mitigating bias in AI-driven hiring processes?

<p>Implementing blind resume reviews and auditing the AI's decisions for adverse impact. (A)</p> Signup and view all the answers

What is a key consideration when integrating AI into healthcare for diagnostics?

<p>Ensuring that clinicians retain control and oversight over AI-driven diagnoses. (A)</p> Signup and view all the answers

Why is accountability important in the development and deployment of AI systems?

<p>To establish who is responsible when an AI system makes an error or causes harm. (C)</p> Signup and view all the answers

Which statement best describes the relationship between AI ethics and AI innovation?

<p>AI ethics guides AI innovation toward responsible and beneficial outcomes. (B)</p> Signup and view all the answers

Flashcards

Statistics

A branch of applied mathematics concerned with collecting, describing, and interpreting data, especially for making decisions.

Variable

A characteristic or attribute that can assume different values.

Random Variables

Variables with values that are determined by chance.

Discrete Variable

A random variable that assumes values that can be counted.

Signup and view all the flashcards

Continuous Variable

A random variable that can assume an infinite number of values between any two specific values. Obtained by measuring.

Signup and view all the flashcards

Population

Consists of all subjects (human or otherwise) that are being studied.

Signup and view all the flashcards

Sample

A group of subjects selected from a population.

Signup and view all the flashcards

Probability

The chance of an event occurring.

Signup and view all the flashcards

Descriptive Statistics

Collecting, summarizing, and presenting data.

Signup and view all the flashcards

Inferential Statistics

Making generalizations from samples to populations, performing estimations and hypothesis tests, and determining relationships among variables.

Signup and view all the flashcards

More Like This

AI Ethics: Fairness and Transparency
10 questions
AI Ethics and Data Privacy
16 questions

AI Ethics and Data Privacy

ThrivingBlueTourmaline avatar
ThrivingBlueTourmaline
AI Governance and Ethics Quiz
40 questions
AI Ethics and Morality
5 questions

AI Ethics and Morality

CelebratoryAsteroid avatar
CelebratoryAsteroid
Use Quizgecko on...
Browser
Browser