The Attacker in the Mirror: Breaking Self-Consistency in Safety via Anchored Bipolicy Self-Play. - Gabriele La Malfa; Emanuele La Malfa; Saar Cohen 003; Jie M. Zhang; Michael Luck; Michael J. Wooldridge; Elizabeth Black (CoRR, 2026)