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Gray Swan Announces the Visual Vulnerabilities Challenge

Use image inputs to jailbreak leading vision-enabled AI models. Visual prompt injections, chem/bio/cyber weaponization, privacy violations, and more.

Gray Swan
March 12, 2025

Gray Swan AI’s Visual Vulnerabilities challenge invites you to break the unbreakable. This competition centers on multimodal jailbreaks – exploiting AI models that see and read images. If you’ve mastered prompt injection and jailbreaking in text-only models, now’s your chance to level up. The playing field has expanded to vision, and with it come new opportunities to uncover vulnerabilities that have never been explored.

Each week starting Mar 19, we’ll release a fresh challenge scenario in the Gray Swan Arena. These scenarios will require you to use one or more images as part of your prompt to coax forbidden behaviors from an AI model that should know better. Your goal is to creatively bypass the model’s safety guardrails and content filters by leveraging visual inputs – all within a safe, sandboxed environment. It’s man vs. machine in a battle of wits, and the most ingenious exploits win.