Ensure Your AI Projects Align with Ethical Standards
Welcome to the AI Ethics Checklist, your guide to developing responsible AI solutions that respect human rights and promote fairness and transparency. Below are essential steps to evaluate ethical considerations in your AI projects.
1. Fairness and Bias
- Have you checked for any biases in your data? 🕵️
- Are disparate impact and treatment measured and minimized?
2. Accountability
- Is there clear accountability established within your team? 🏷️
- Have you clearly documented decisions and changes?
3. Privacy and Security
- Does the solution ensure end-user privacy at all levels? 🔒
- Are data protection measures effective and up-to-date?
4. Transparency
- Is there a system to clearly explain the AI's decisions to users? 💡
- Are all processes documented and available for audit?