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Recommendations
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Fund
Research
Measure
AI & ML
Practice
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Contribute
About
Updates
← Explore Goals
Goal
Collective input of many form factors that is quickly and meaningfully synthesized, and that fairly reflects participant perspectives.
Related Product Gaps
Opinion Mapper
Urgent
AI/ML
Impact
Scale
Tool that connects to recording devices and data sources to instantly analyze participant contributions, creating real-time visualizations of views, consensus areas, and divisions on any topic throughout deliberative processes.
Related Research Questions
How can we assist or automate the aggregation of deliberative input from diverse participants in real time whilst maintaining nuance around minority perspectives?
How to translate existing social choice research into practical methodologies with decision aides for matching process to context such as identifying trade-offs between theoretical guarantees, speed, explainability, and legitimacy in the eyes of participants public and stakeholders?
Related Capabilities
Aggregate perspectives
Representativeness
Ability to aggregate votes and distill more complex forms of open-ended input into outputs and decisions, in fair and understandable ways, such that participants feel their contributions are meaningfully taken into account (and can ideally see how).
