ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System

Build a framework that concurrently audits policy and reward models for systemic failures. This allows developers to test if their reward model is blind to specific unsafe agent trajectories.

Suggested repo: ARES-Audit

"Your reward model is a single point of failure; find its blind spots before your users do."

Estimated effort: 60h