Novel Universal Bypass for All Major LLMs

HiddenLayer researchers have developed a universal prompt injection technique that bypasses instruction hierarchy and safety guardrails across major generative AI models like GPT-4, Claude, Gemini, and more, exposing substantial security gaps. This technique leverages policy puppetry and roleplaying to evade model alignments, allowing harmful content generation that violates AI safety protocols, including CBRN and self-harm scenarios. The approach is extensible and effective across diverse model architectures, indicating critical flaws in LLM training and alignment strategies. HiddenLayer emphasizes the necessity for robust security measures and proactive testing to mitigate these vulnerabilities.