The Women in Tech Show: A Technical Podcast
Microsoft Build: Responsible AI (Sarah Bird)
Aug 1, 2023
Sarah Bird, Engineering Lead at Microsoft, talks about responsible AI and best practices. She discusses generative AI and metrics to evaluate systems. Existing tools for developing AI systems are also discussed.
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Quick takeaways
- Responsible AI requires aligning systems with principles like fairness, inclusiveness, privacy, security, and reliability.
- Generative AI enables human control through prompts and designing interfaces that specify desired outcomes.
Deep dives
Responsibility in AI
Sara Bird, engineering lead at Microsoft, discusses the concept of responsible AI and its importance. She highlights the need to align AI systems with principles such as fairness, inclusiveness, privacy, security, and reliability. Sara provides examples of different types of fairness in AI systems, including quality of service fairness, allocational fairness, and representational fairness. She emphasizes the significance of measuring and ensuring these fairness metrics in AI applications.
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