AI Propaganda factories with language models
A recent paper discusses the capabilities of AI-powered influence operations using language models. It highlights how small models can generate coherent political messaging and the implications for automated influence campaigns. The study suggests a shift in defense strategies towards detecting and disrupting these campaigns rather than restricting model access.
- ▪AI-powered influence operations can be executed end-to-end on commodity hardware.
- ▪Small language models produce coherent, persona-driven political messaging.
- ▪The study found that persona design is more influential than model identity in determining behavior.
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Computer Science > Cryptography and Security arXiv:2508.20186 (cs) [Submitted on 27 Aug 2025] Title:AI Propaganda factories with language models Authors:Lukasz Olejnik View a PDF of the paper titled AI Propaganda factories with language models, by Lukasz Olejnik View PDF HTML (experimental) Abstract:AI-powered influence operations can now be executed end-to-end on commodity hardware. We show that small language models produce coherent, persona-driven political messaging and can be evaluated automatically without human raters. Two behavioural findings emerge. First, persona-over-model: persona design explains behaviour more than model identity.
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