Practice Ethical Considerations (12.6) - AI-Based Activities (like Emoji Generator, Face Detection, etc.)
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Ethical Considerations

Practice - Ethical Considerations

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is bias in AI models?

💡 Hint: Think about how AI might make errors based on who or what it's trained on.

Question 2 Easy

Why is data privacy important in AI?

💡 Hint: Consider what could happen if personal data is shared without consent.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is a consequence of bias in AI models?

Improved accuracy
Misclassification
Increased privacy

💡 Hint: Think about how the training data influences the model's decisions.

Question 2

True or False: Overfitting occurs when a model learns to generalize too well to new data.

True
False

💡 Hint: Relate this to the importance of using diverse datasets.

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Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

You have an AI that performs wonderfully in trials but fails in real-world tests. Identify the possible ethical issue and solutions.

💡 Hint: What happens when a model learns too much from its training data?

Challenge 2 Hard

Design a protocol for handling personal images in an AI project to ensure privacy and ethical standards.

💡 Hint: Think about what measures will build trust with users.

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