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AI Product Management

Beginner 20 min
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Beginner 15 min
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QUESTION

Which of the following is NOT a primary responsibility of an AI Product Manager?

A
Defining product requirements
1
B
Writing AI algorithms
2
C
Stakeholder management
3
D
Roadmap planning
4
QUESTION

What is a key consideration when defining metrics for an AI product?

A
Using only technical metrics
1
B
Focusing only on business KPIs
2
C
Balancing technical and business metrics
3
D
Using only competitor metrics
4
QUESTION

When evaluating model performance, what should an AI PM prioritize?

A
Technical accuracy only
1
B
Speed of inference only
2
C
Cost efficiency only
3
D
User experience impact
4
QUESTION

What is the concept of "ground truth" in AI product development?

A
Accurate labeled data for training
1
B
Market research findings
2
C
Budget constraints
3
D
Competitor analysis
4
QUESTION

What is a key ethical consideration when developing AI products?

A
Maximizing profit margins
1
B
Reducing development time
2
C
Addressing bias in training data
3
D
Marketing positioning
4
QUESTION

What is "model drift" in AI products?

A
A design trend in UI/UX
1
B
Degradation of model performance over time
2
C
Moving from one cloud provider to another
3
D
Change in product leadership
4
QUESTION

What is an effective approach to gathering user feedback for AI products?

A
Only track technical metrics
1
B
Wait until full product launch
2
C
Rely only on AI predictions
3
D
Continuous user testing with diverse feedback channels
4
QUESTION

What is "explainability" in AI product management?

A
Internal documentation process
1
B
Ability to understand why AI made a decision
2
C
Marketing messaging strategy
3
D
User interface design approach
4
QUESTION

What is a primary benefit of A/B testing in AI product development?

A
Reduces development costs
1
B
Eliminates the need for user feedback
2
C
Validates performance improvements with real users
3
D
Simplifies the tech stack
4
QUESTION

What's the recommended approach for launching a new AI feature?

A
Big bang release to all users
1
B
Phased rollout with monitoring
2
C
Wait for 100% accuracy
3
D
Release only after competitor launches
4
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