Dr Caitlin McDonald CloudCamp London - Sustainable Digital Ethics through Evolution
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Dr. Caitlin McDonald discusses the importance of sustainable digital ethics and its evolution within automated decision-making systems. Key concepts include data ethics, societal fairness, and bias at various levels. The document also references an ethical tech initiatives directory for existing frameworks and tools.
Dr Caitlin McDonald CloudCamp London - Sustainable Digital Ethics through Evolution
- 1. Sustainable Digital Ethics? through Evolution Dr Caitlin McDonald Digital Anthropologist November 2019
- 2. This Photo by Unknown author is licensed under CC BY-SA. You can¡¯t opt out of automated decision making systems ¨C as a consumer, a citizen, or a technology builder. DIGITAL ETHICS = DATA ETHICS
- 3. Societal Fairness: Is the world we have the world we want? ? Societal Bias: Does the data represent the world correctly? Statistical Bias: Does the model represent the data correctly?
- 4. Evidence
- 6. Doteveryone Ethical Tech Initiatives Directory: Comprehensive list of existing digital ethics frameworks, tools & models. FURTHER READING
- 7. THANK YOU Dr Caitlin McDonald Digital Anthropologist @cmcd_phd