AI Safety via Debate: How Adversarial Argumentation Solves RL's Hardest Problem2026-02-20T00:00:00Z•16 min read#ai-safety#reinforcement-learning#scalable-oversight#debate#alignmentReinforcement learning works when you can check the answer. A chess engine wins or loses. A code-generation model passes or fails the test suite.