Does the Competitive Component of Adversarial Self-Play Improve Legal Reasoning? A Controlled Negative Result

Miseog Shawn Kim

Adversarial self-play is an appealing recipe for legal reasoning: have a student model draft an argument, have an adversary attack it, and reward the student when its argument surv…