← Explore Research Questions Research Question

How to balance finding common ground within a limited time, while minimally sacrificing depth of final outputs?

Related Goals

Agreement is found on concrete proposals and not empty platitudes.

Outputs that address the complexity and nuance of the issue.

Related Capability

Represent complexity

Ability for final outputs to be nuanced, concrete, decisive, and comprehensive.

Dimension: Substantiveness

Related Existing Resources

Introducing Democratic Fine-Tuning

Joe Edelman’s Democratic Fine-Tuning (DFT) process aligning LLMs with human values through collective deliberation using Values Cards (where participants articulate underlying values like “protecting my community” rather than divisive language) and Moral Graphs (collaborative data structures mapp...

Experimental Practice