What are some ethical considerations when using generative ai

What are some ethical considerations when using generative ai

Developers using generative AI have a significant responsibility to ensure ethical practices throughout the development, deployment, and maintenance of these technologies.

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Table of Contents

• What is the responsibility of developers using generative ai in ensuring ethical practices

Bias Mitigation

• 1. Data Collection and Preprocessing
• 2. Algorithmic Fairness
• 3. Model Training and Evaluation
• 4. Human Oversight and Intervention
• 5. Transparency and Accountability
• 6. Ongoing Monitoring and Maintenance

Transparency

• 1. Model Explainability
• 2. Clear Documentation
• 3. User Awareness and Communication
• 4. Accountability Mechanisms
• 5. Open Access and Collaboration
• 6. Continuous Monitoring and Reporting
• 7. Ethical Review Boards
• 8. Regulatory Compliance