Multi-Turn Reasoning Models: Hidden Security Defects Escape Established Tests10. June 20264. July 2026AI ModelsMulti-turn reasoning models can have safe internal thought chains yet still produce harmful outputs, which remains invisible in standard safety tests. Share on: