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| Name | Stanford Seminar - The FATE of AI Ethics, Anna Bethke |
| Video Uploader | Video From Stanford Online |
| Upload Date | This Video Uploaded At 09-04-2022 00:15:09 |
| Video Discription | Anna Bethke is a Principal Data Scientist at Salesforce. This talk was given on March 30, 2022. In this session I will be discussing the components of AI Ethics, and ways that researchers, and AI practitioners can incorporate these components into every stage of their development process. These components include fairness, accountability, transparency, explainability and human rights. Anna's recommended reading materials: https://deon.drivendata.org/ https://doteveryone.org.uk/project/consequence-scanning/ https://blog.salesforceairesearch.com/ethics-in-ai-research-papers-and-articles/ See AI programs offered at Stanford Online: https://online.stanford.edu/artificial-intelligence 0:00 Introduction 0:39 Principles of Ethical AI 3:31 Why are Af Ethics important? 4:52 Technology is Dual Use 6:29 Pose Estimation Software 7:43 What are the unintended positive and negative consequences of this technology? 18:00 What are some strategies to mitigate the negative consequences, especially the most severe ones? 22:50 Important aspects to note 25:07 Measure and Mitigate Sources of Bias 28:04 Open Source Tools 28:37 Definitions of Fairness 29:34 Algorithmic Bias Research 32:03 Dispatcher 33:30 Safety Workers 33:50 Ethical Questions We Asked 34:51 Ethical Considerations 36:26 Model Cards 37:46 Transparency Research 42:13 Stanford Classes 42:51 Salesforce Resources #aiethics |
| Category | Education |
| Tags | CS521 | Stanford | Stanford Online | Stanford Seminar | AI | Artificial Intelligence | Ethics | AI Ethics | Salesforce |
