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LLM-generated messages can persuade humans on policy issues

OpenAlex ·

Executive Summary

Large Language Models (LLMs) can generate messages that persuade humans on policy issues, with effects comparable to human-generated messages. LLM-generated content is perceived as more logical and fact-based, while human content is seen as more unique and story-driven. These findings highlight the potential for LLMs to influence political discourse at scale.

Why It Matters

This document is crucial for defense and geopolitical analysts as it highlights the immediate and scalable threat of AI-driven political persuasion, impacting national security, information warfare, and democratic processes. Understanding this capability is vital for developing countermeasures and policy frameworks to mitigate foreign influence and domestic destabilization.

Key Takeaways

  • LLM-generated messages are as effective as human-crafted messages in shifting political attitudes on policy issues.
  • AI can create politically persuasive content quickly, cheaply, and at massive scale, posing significant implications for information warfare and political campaigns.
  • The persuasiveness of LLM messages is linked to perceptions of factual reasoning and a dispassionate voice, distinct from human-generated content.
  • Lawmakers and LLM developers need to urgently address the regulatory and ethical implications of AI's persuasive capabilities.

Strategic Relevance

The ability of LLMs to generate persuasive political messages at scale has profound strategic implications for information warfare, foreign interference in elections, and domestic political stability. It enables adversaries to manipulate public opinion, sow discord, and influence policy decisions without direct human intervention, necessitating new defense strategies against cognitive attacks and disinformation campaigns.

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Key Entities

Large Language Models (LLMs)GPT-3GPT-3.5Political PersuasionPolicy IssuesUnited StatesStanford UniversityNature Communications

Best For

Policy MakersIntelligence AnalystsInformation Warfare SpecialistsCybersecurity ExpertsAcademics (Political Science, AI Ethics)

Related Themes

Information WarfareCognitive WarfareDisinformationAI EthicsNational SecurityPolitical Influence Operations

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