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Elicitation Inference Optimization for Multi-Principal-Agent Alignment

Research on elicitation inference methods for aggregating and understanding collective preferences from participant inputs.

Research

Link https://openreview.net/pdf?id=tkxnRPkb_H

Creators Andrew Konya, Aviv Ovadya, Yeping Lina Qiu and Michael P Varga

Year 2022

Related Capabilities

Aggregate perspectives

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).

Dimension: Representativeness

Related Research Questions

How can we best embed traceability and transparency into the aggregation/distillation process?

Ethics & Philosophy Public Policy & Law

What are the best standardized models for 'in-person' (in real world or online) facilitators to follow as they collate and record views of participants?

Communication & Media Education & Learning

What are the best methods for generating and integrating effective, actionable and value-aligned proposals for bridging divides?

Political Science Conflict & Peace Studies

When should we route divergent info to help participants understand the full range of perspectives, and when should we route convergent info to help find consensus?

Psychology Education & Learning