Knowledge at Wharton
How to Use AI in a Fair and Responsible Way
Nov 9, 2023
Dr. Broderick Turner and Dr. Karim Ginena discuss the importance of responsible and fair AI, challenges in the workplace and marketplace, demystifying AI language, addressing bias and data privacy, and potential solutions for responsible AI use.
46:35
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Quick takeaways
- Including diverse perspectives in the development of AI systems is crucial for fairness and avoiding bias.
- Understanding the building blocks of statistical models empowers individuals to question and evaluate the outputs of AI algorithms.
Deep dives
The Importance of Including Diverse Perspectives in AI Development
One of the main challenges in responsible and fair AI is the lack of representation in the data, classification, and coding processes. Including a wide range of perspectives is crucial to ensuring equitable technology products. This involves incorporating diverse data sources, engaging different stakeholders, and building inclusive teams. By doing so, companies can avoid bias and develop products that better serve the needs of all users.
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