Practice - Sources of Bias
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Practice Questions
Test your understanding with targeted questions
What is historical data in the context of AI?
💡 Hint: Think about data reflecting human behaviors or trends.
What is a common consequence of human prejudices on AI?
💡 Hint: Consider how developers’ own beliefs can impact technology.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is a primary source of bias in AI?
💡 Hint: Think about who is developing AI systems.
True or False: Historical data does not affect AI decisions.
💡 Hint: Consider how past influences present technology.
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Challenge Problems
Push your limits with advanced challenges
A company uses an AI tool for hiring that inputs mainly data from male candidates. Discuss the potential implications for fair hiring practices.
💡 Hint: Consider how this affects equity and diversity in workplaces.
Reflect on a real-world incident where sampling errors led to incorrect conclusions in AI models.
💡 Hint: Look for examples in law enforcement or tech industries.
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Reference links
Supplementary resources to enhance your learning experience.