Conducting an AI Bias Audit
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In this activity, you will assess potential biases in an AI-driven learning tool and propose solutions to improve its fairness.
📌 Instructions:
1️⃣ Choose an AI tool used in education (e.g., AI grading systems, proctoring software, chatbots, or recommendation algorithms).
2️⃣ Assess for potential bias:
- Does the AI tool favor certain languages, accents, or writing styles?
- Is there evidence of gender, racial, or cultural bias in how the AI functions?
- Does the tool provide explanations for its decisions (e.g., grading, recommendations)?
📌 Submission Requirements:
A one-page writeup including:- AI tool chosen & description.
- Identified bias risks.
- Recommended solutions for mitigating bias.
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