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cs.AI2026
When Agents Persuade: Rhetoric Generation and Mitigation in LLMs
Julia Jose, Ritik Roongta, Rachel Greenstadt
Despite their wide-ranging benefits, LLM-based agents deployed in open environments can be exploited to produce manipulative material. In this study, we task LLMs with propaganda o…
cs.AI2026
Large-Scale Analysis of Persuasive Content on Moltbook
Julia Jose, Meghna Manoj Nair, Rachel Greenstadt
We present an NLP-based study of political propaganda on Moltbook, a Reddit-style platform for AI agents. To enable large-scale analysis, we develop LLM-based classifiers to detect…