Across 1,980 five-agent LLM runs on citizen-assembly topics, LLM groups match human procedural talk but show one-third the perspective diversity, weak topic-dependent consistency gains, and reversed convergence dynamics.
Automating Social Media Content Moderation: Implications for Governance and Labour Discretion , shorttitle =
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.MA 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
The Deliberative Deficit: An Empirical Critique of LLMs in Democratic Discourse
Across 1,980 five-agent LLM runs on citizen-assembly topics, LLM groups match human procedural talk but show one-third the perspective diversity, weak topic-dependent consistency gains, and reversed convergence dynamics.