13. Bias in the AI Lifecycle - A Talk With Veronique Van Vlasselaer (SAS)

Women in Big Data - Podcast: Career, Big Data & Analytics Insights

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Listen, and get insights into Bias in the AI Lifecycle in this talk with Veronique Van Vlasselaer, Analytics & AI Lead South, West & East Europe at SAS.
We talk about: How to define Bias in AI and the different types of Bias in the AI Lifecycle (Data Bias, Algorithmic Bias, Decision Bias); The AI Incident 'Child Care Benefits' at the Dutch Tax Authority; The Algorithm Register of the Dutch Government; AI Developer Training; and the Assessment List for Trustworthy Artificial Intelligence (ALTAI) for Self-Assessment.

Guest Info

• LinkedIn: Veronique Van Vlasselaer

Resources

• LinkedIn: SAS
• Website: AI incident Database
• Website: Assessment List for Trustworthy Artificial Intelligence (ALTAI) for self-assessment
• Website: SAS (Analytics, Artificial Intelligence and Data Management)
• Website: The Algorithm Register of the Dutch Government

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Chương

1. Intro (00:00:00)

2. The Bias in AI Definition and the Different Types of Bias in the AI Lifecycle: Data Bias, Algorithmic Bias, and Decision Bias (00:01:15)

3. The AI Incident 'Child Care Benefits' at the Dutch Tax Authority (00:05:16)

4. The Algorithm Register of the Dutch Government (00:09:32)

5. AI Developer Training (00:14:29)

6. The Assessment List for Trustworthy Artificial Intelligence (ALTAI) for Self-Assessment (00:18:02)

7. Outro (00:19:52)