Artificial Intelligence #agentic simulator#deliberative polling
New LLM-Based Simulator Evaluates Deliberative Polling Information Systems Against Strategic Attacks
Researchers introduce the LLM-based Agentic Bipolar Argumentation Simulator (ABAS) to evaluate information systems for deliberative polling. ABAS simulates autonomous agents voting and submitting justifications, measuring coverage of the reason space. Experiments show that a tag-flood attack collapses coverage, while a reversed-PageRank weighting resists it markedly better than uniform weights.
Jun 16, 2026 1 source