"Nexus is a collective deliberation platform for facilitating discussions of about 20-50 people." - LLMs Tools for Public Discourse

1. Users share their beliefs and react to the beliefs of others in a Pol.is style interface. 2. Beliefs are embedded by a language model and organized into an interactive 2d map of the discussion so far. 3. The most surprising beliefs are highlighted, and promoted to the attention of the users. We measure "surprise" as users defying expectations by either 1. Disagreeing with people they normally agree with 2. Agreeing with people they normally disagree with. (Note: Description is from creator.)