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Recommendations
Build
Fund
Research
Measure
AI & ML
Practice
Explore
Contribute
About
Updates
← Explore Goals
Goal
Real-time monitoring and correction of neutrality violations that is feasible.
Urgent
Related Product Gaps
AI Assurance Infra (Bias, Accuracy, etc.)
Urgent
AI/ML
Impact
Scale
Infrastructure for providing guarantees around bias and accuracy, control over training data usage, comprehensive logging/evaluation, and offline operation capabilities for any integrated AI system.
Related Research Questions
How can we design unobtrusive monitoring systems that don't themselves bias the deliberative process?
Urgent
What are acceptable thresholds for intervention when neutrality violations are detected?
Urgent
How can facilitators maintain neutrality while also ensuring productive deliberation?
Urgent
Related Capabilities
Maximize neutrality
Urgent
Robustness
Ability to increase, demonstrate, or measure the neutrality of key aspects of a process.