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

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

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