Bias & Fairness
What is bias in AI, and how does it affect decision-making?
A) AI bias ensures fair and equal treatment for all.
B) AI bias means AI systems work without human influence.
C) Bias in AI refers to unfair treatment or discrimination caused by skewed data or flawed algorithms.
D) Bias in AI means the system is broken and cannot function.
C) Bias in AI refers to unfair treatment or discrimination caused by skewed data or flawed algorithms.
What type of data does AI use to make predictions?
A) Personal, behavioral, and historical data
B) Only text-based data
C) Only government-provided data
D) Only numerical data
A) Personal, behavioral, and historical data
Who should be responsible when an AI system makes an unethical decision?
A) The AI itself
B) The developers, companies, and regulators overseeing AI systems
C) Only the end users
D) No one, since AI is independent
B) The developers, companies, and regulators overseeing AI systems
Name one way AI positively impacts society.
A) AI improves healthcare through early disease detection
B) AI has no positive impacts
C) AI always replaces humans in jobs
D) AI only benefits large companies
A) AI improves healthcare through early disease detection
What does "ethical AI" mean?
A) AI that follows fairness, transparency, and accountability principles
B) AI that ignores ethical concerns
C) AI that never makes mistakes
D) AI that operates in secret
A) AI that follows fairness, transparency, and accountability principles
Give an example of a real-world AI bias issue that has impacted people.
A) Hiring AI systems rejecting female candidates due to biased historical hiring data
B) AI making everyone equal in all decisions
C) AI being unable to perform complex calculations
D) AI failing to recognize human emotions
A) Hiring AI systems rejecting female candidates due to biased historical hiring data
Why is facial recognition AI controversial in terms of privacy?
A) It helps reduce crime effectively
B) It raises concerns about mass surveillance and tracking without consent
C) It ensures all users are identified correctly
D) It only works in controlled environments
B) It raises concerns about mass surveillance and tracking without consent
What is the AI Ethics Principle of Accountability?
A) AI making all decisions without human input
B) Ensuring developers and companies take responsibility for AI decisions
C) AI controlling itself without regulations
D) AI creating its own ethical guidelines
B) Ensuring developers and companies take responsibility for AI decisions
What is an ethical concern related to AI replacing human jobs?
A) AI making humans more productive
B) AI automation leading to job losses and economic inequality
C) AI creating more jobs than it replaces
D) AI being unable to work in offices
B) AI automation leading to job losses and economic inequality
How might autonomous AI weapons challenge ethics?
A) Lack of human control and wrongful targeting
B) AI weapons always act ethically
C) AI weapons make wars safer
D) AI weapons are never used
A) Lack of human control and wrongful targeting
Explain how AI can be used both for cybersecurity and as a cyber threat.
A) AI only helps in cybersecurity but is never a threat
B) AI helps detect threats but can also be used for hacking and deepfakes
C) AI is only used for offensive cyberattacks
D) AI is never involved in cybersecurity
B) AI helps detect threats but can also be used for hacking and deepfakes
What is a major challenge in legally holding AI systems accountable?
A) AI systems are too intelligent to be controlled
B) AI systems never make mistakes
C) AI lacks legal personhood, making it difficult to assign blame
D) AI can be easily sued like a human
C) AI lacks legal personhood, making it difficult to assign blame
How can AI be misused for spreading misinformation?
A) AI ensures all information is verified
B) AI prevents deepfake creation
C) AI generates deepfake videos and fake news
D) AI only shares information approved by governments
C) AI generates deepfake videos and fake news