File: Instructional Practices
Understanding Algorithmic Bias
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Recommendation
For a more advanced understanding of generative AI, this activity introduces the machine bias inherent in algorithmic decision-making, with a focus on information systems. After playing the “Survival of the Best Fit” game, students discuss the effects of algorithm bias in order to understand how some people, or groups of people, may be misrepresented or systematically marginalized in generative AI outputs.
Learning Outcomes
- Students will be introduced to the machine bias inherent in algorithmic decision making, with a focus on information systems.
- Students will discuss the effects of algorithm bias in order to articulate how some individuals or groups of individuals may be misrepresented or systematically marginalized in search engine results.
- Students will develop an attitude of informed skepticism in order to critically evaluate search results.
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