#many-shot

Multi-Turn Role-Play Attacks: Why One Safe Turn Gets Unsafe

Crescendo, Many-Shot, and gradual context manipulation. How multi-turn jailbreaks evade single-turn classifiers, what's still landing in 2026, and where the defenses are honestly weak.