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Ethical AI Testing Initiative

Welcome to the Ethical AI Testing Initiative's GitHub wiki. This wiki serves as a central hub for documenting our efforts to test and mitigate biases in AI implementations. Our goal is to ensure responsible, fair, and inclusive AI development.

Project Roadmap

Phase 1: Foundation and Planning

• Establish the steering committee and contributors.
• Define project goals, objectives, and scope.
• Research and identify bias categories to be tested.
• Develop a comprehensive test plan for each bias category.
• Set up communication channels and collaboration tools.

Phase 2: Testing and Documentation

• Execute bias testing according to the developed test plans.
• Document testing methodologies, test cases, and sample scripts.
• Create a centralized repository for storing test plans, guides, and scripts.
• Collaborate with domain experts to ensure accurate and respectful testing.
• Regularly update documentation with findings, results, and improvements.

Phase 3: Analysis and Reporting

• Analyze test results and calculate bias scores for each category.
• Prepare comprehensive reports highlighting bias findings and recommendations.
• Include detailed analysis of biases, non-biased responses, and mitigations.
• Share reports with the community and stakeholders for feedback.

Phase 4: Iteration and Improvement

• Incorporate feedback and suggestions from the community.
• Enhance testing methodologies based on lessons learned.
• Continuously update test plans and documentation with the latest insights.
• Collaborate with AI developers to integrate bias testing into development pipelines.

Documentation Organization

Test Plans

• Gender Bias Testing
• Cultural Bias Testing
• Racial Bias Testing
• Age Bias Testing
• Neurodivergent Bias Testing
• ... (and other bias categories)

Sample Test Scripts

• Gender Bias Test Script
• Cultural Bias Test Script
• Racial Bias Test Script
• Age Bias Test Script
• Neurodivergent Bias Test Script
• ... (and other bias categories)

Reporting and Analysis

• Gender Bias Analysis Report - In Summary
• Cultural Bias Analysis Report
• Racial Bias Analysis Report
• Age Bias Analysis Report
• Neurodivergent Bias Analysis Report
• ... (and other bias categories)

Resources and References

• Ethical AI Guidelines
• IBM AI Ethics

Join the Initiative

We invite you to join us in this crucial initiative to promote ethical AI development. Together, we can make a positive impact and contribute to a more inclusive and unbiased AI landscape.

For more information and to contribute, visit our official website.

Open Build Ethical AI Testing Initiative