Stanford Seminar – The FATE of AI Ethics, Anna Bethke

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Overview

The FATE of AI Ethics, a Stanford Seminar presented by Anna Bethke, delves into the critical intersection of artificial intelligence and ethical responsibility through the lens of FATE—Fairness, Accountability, Transparency, and Ethics. As the former Head of AI for Social Good at Intel, Bethke brings both industry and research insights into the evolving responsibilities of AI developers and organizations in deploying technology that positively impacts society. This seminar explores how ethical principles can be embedded into the AI lifecycle—from data collection...

Syllabus

Introduction.Principles of Ethical AI.Why are Af Ethics important?.Technology is Dual Use.Pose Estimation Software.What are the unintended positive and negative consequences of this technology?.What are some strategies to mitigate the negative consequences, especially the most severe ones?.Important aspects to note.Measure and Mitigate Sources of Bias.Open Source Tools.Definitions of Fairness.Algorithmic Bias Research.Dispatcher.Safety Workers.Ethical Questions We Asked.Ethical Considerations.Model Cards.Transparency Research.Stanford Classes.Salesforce Resources.