Apply Frameworks to Your Ethical Responsibilities for Data-Driven Technologies-Overview
Turn Ethical Frameworks into Actionable Steps Course Introduction
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CEET Specialization Introduction
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Course Welcome & Success Tips
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The Importance of Ethical Frameworks
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Overview
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Apply Frameworks to Your Ethical Responsibilities for Data-Driven Technologies-Ethical Principles and Frameworks
Major Schools of Philosophical Thought
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What Is an Ethical Framework?
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Montreal Declaration for a Responsible Development of Artificial Intelligence
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Ethics Guidelines for Trustworthy AI
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Beijiing AI Principles
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Universal Guidelines for Artificial Intelligence
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Top 10 Principles for Ethical Artificial Intelligence
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OECD Principles on Artificial Intelligence and the G20 AI Principles
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Ethically Aligned Design (IEEE)
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The Asilomar AI Principles
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The Toronto Declaration
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Ethical Frameworks List
The Government AI Readiness Index
Apply Frameworks to Your Ethical Responsibilities for Data-Driven Technologies-Principles Shared by Major Ethical Frameworks
Privacy
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Accountability
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Transparency and Explainability
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Fairness and Non-Discrimination
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Safety and Security
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Human Control of Technology
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Professional Responsibility
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Promotion of Human Values
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Meta-Reviews of Ethical Frameworks
Apply an Ethical Frameork to Navigate an Ethically Challenging Dilemma-Overview
The Challenge of Turning Ethical Principles into Action
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Overview
Apply an Ethical Frameork to Navigate an Ethically Challenging Dilemma-Framework Application to Ethical Dilemmas
What to Do with a Runaway Trolley?
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What Actions to Take in Emergency and Disaster Scenarios?
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What If a Biased System Is Still Better than Humans?
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Should AI Enable Self-Destructive Behavior?
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What Limits on Persuasive Technology Are Fair?
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When Is It Okay to Breach Patient Confidentiality for Non-Compliance?
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How to Reconcile Individual Benefits That Also Damage the Social Fabric?
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What If an AI System Is "Emancipated" from Human Oversight?
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How to Protect Against AI-Driven Harassment?
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Follow Regulations and Standards That Have an Impact on Business Strategy-Overview
The Importance of Regulations and Standards
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Overview
Follow Regulations and Standards That Have an Impact on Business Strategy-Regulations
What Is a Regulation?
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The Code of Fair Information Practices
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OECD Privacy Guidelines
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GDPR
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CCPA
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PIPEDA
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POPI
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LGPD
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HIPAA
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COPPA
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Algorithmic Accountability Act
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FERPA
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BIPA
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Follow Regulations and Standards That Have an Impact on Business Strategy-Standards and Best Practices
What Is a Standard?
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PCI DSS
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NIST Standards
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CIS CSC
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ISO Standards
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NISTIR 8288
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MITRE ATT&CK Framework
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IEEE 7000 Series
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Reconcile Conflicts Between Ethics, Regulations, Societal Needs, and Business Demands-Overview
The Challenge of Reconciling Competing Obligations
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Overview
Reconcile Conflicts Between Ethics, Regulations, Societal Needs, and Business Demands-Reconcile Conflicts Between Ethics, Regulations, and Business Demands
Use of Collected Data vs. Integrity
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Availability of Datasets for ML Algorithms vs. Privacy Protection
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Data Minimization Principle vs. Need for Data
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Compliance vs. Cost
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Performance vs. Explainability
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Transparency/Explainability vs. Intellectual Property Rights
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Company/Stakeholder Needs vs. Ethical Decision Making
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Military Effectiveness vs. Risk of Collateral Damage
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Efficiency vs. Systemic Fragility
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Reconcile Conflicts Between Ethics, Regulations, Societal Needs, and Business Demands-Safeguard Societal Needs Through Ethics and Regulations
Proliferation of AI to Unscrupulous Actors vs. Democratization of AI
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Efficiency of Development vs. Cultural/Contextual Sensitivity
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Big Data Generated Through Devices vs. Concentration of Power in Big Tech
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Fair Competition vs. Corporate Data Hegemony
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Efficiency/Streamlining Experience vs. Enabling Human Agency/Autonomy
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Moral Relativism vs. Evidence-Based Policy
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Reconcile Conflicts Between Ethics, Regulations, Societal Needs, and Business Demands-Evaluate What You've Learned
Resolution Process for Competing Business Pressures
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Apply What You've Learned-Honors Project (Optional)
Writing a Case Study Analysis