Free CompTIA CY0-001 Exam Questions

Question 1

Organizations implementing fairness in AI systems should enforce which measures? (Select TWO)

A : Using the same fairness metric for all AI systems

B : Multi-metric fairness evaluation covering individual and group fairness dimensions

C : Optimizing for perfect demographic parity in all cases

D : Regular fairness audits by diverse stakeholder groups including affected communities

Answer: B,D

Question 2

Organizations employing MLOps engineers should implement which security measures? (Select TWO)

A : Immutable audit logs of all pipeline executions and model deployments

B : Providing MLOps engineers with unlimited cloud resources

C : Pipeline version control with mandatory approval for modifications to production workflows

D : Allowing MLOps engineers to directly modify models in production

Answer: A,C

Question 3

A global organization's AI image generator unintentionally produces culturally insensitive content during a marketing campaign, triggering public backlash and media criticism. Which two risks are illustrated?

A : Accidental data leakage

B : Introduction of bias

C : Operational downtime

D : Reputational loss

Answer: B,D

Question 4

A company implements a security system that tracks how many requests users send to an AI model per minute. If a user exceeds the threshold, further requests are temporarily blocked. Which monitoring control does this represent?

A : Token tracking

B : Response confidence level

C : Rate monitoring

D : Input validation

Answer: C

Question 5

A global organization's AI image generator unintentionally produces culturally insensitive content during a marketing campaign, triggering public backlash and media criticism. Which two risks are illustrated?

A : Accidental data leakage

B : Introduction of bias

C : Operational downtime

D : Reputational loss

Answer: B,D