Jailbreak Testing

Jailbreak testing specifically probes whether adversarial prompt manipulations can bypass a model's safety guidelines and elicit content it was trained to refuse. Techniques include role-play framing, instruction injection, token-smuggling, and multi-turn manipulation. Systematic jailbreak testing generates a library of attack patterns that can be run as a regression suite whenever the model or its prompt guard is updated, tracking whether known bypasses have been closed.