How can we effectively account for uncertainty in scenario consequences?

A collaborative policy design system enabling participatory policymaking by anchoring discussions in concrete cases rather than abstract principles, using discussion and voting mechanisms. Field studies across two university courses demonstrated that students using PolicyCraft reached greater con...

Extends the Generative Social Choice framework with theoretical guarantees for approximately optimal queries and budget limits on overall slate length, addressing the challenge of producing representative slates of statements from open-ended user opinions. Uses GPT-4o to demonstrate effectiveness...