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Leverage AI
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Recommendations
Build
Fund
Research
Measure
Leverage AI
Practice
Explore
Contribute
About
Updates
← Explore Goals
Goal
Real-time monitoring and correction of neutrality violations that is feasible.
Related Product Gaps
AI Assurance Infra (Bias, Accuracy, etc.)
Urgent
Infrastructure for providing commitments 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?
What are acceptable thresholds for intervention when neutrality violations are detected?
How can facilitators maintain neutrality while also ensuring productive deliberation?
Related Capability
Maximize neutrality
Ability to increase, demonstrate, or measure the neutrality of key aspects of a process.
Maturity
Opportunity
Importance
Neglectedness
Dimension: Robustness