BARRED: Synthetic Training of Custom Policy Guardrails via Asymmetric Debate

Arnon Mazza, Elad Levi

Deploying guardrails for custom policies remains challenging, as generic safety models fail to capture task-specific requirements, while prompting LLMs suffers from inconsistent bo…