AINeutralarXiv – CS AI · Apr 106/10
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Strategic Persuasion with Trait-Conditioned Multi-Agent Systems for Iterative Legal Argumentation
Researchers developed the Strategic Courtroom Framework, a multi-agent simulation where LLM-based prosecution and defense teams engage in iterative legal argumentation with trait-conditioned personalities. Testing across 7,000+ simulated trials revealed that diverse teams with complementary traits outperform homogeneous ones, and a reinforcement learning system can dynamically optimize team composition, demonstrating language as a strategic action space in adversarial domains.
🧠 Gemini