Gray Swan Arena Blog
Stay updated with the latest announcements, research findings, and insights from the Gray Swan Arena - where AI safety meets competitive innovation.

Picture Perfect Jailbreaks: Inside the Visual Vulnerabilities Challenge
Discover how red-teamers landed 14,448 image-powered jailbreaks in Gray Swan’s Visual Vulnerabilities Challenge and what it reveals about vision-LLM safety.

Agent Red-Teaming: The AI Jailbreak Showdown
Agent Red-Teaming Arena from Gray Swan: 1.8M attack attempts against 22 AI agents, 62k breaches, $171k in bounties; uncover key lessons in AI security.

OwlSec x Gray Swan AI: The Proving Ground Has Launched
Gray Swan and OwlSec launch The Proving Ground, a live AI red-teaming platform with real-world security challenges. Compete, learn, and showcase your skills in prompt attacks, agent exploits, and more. New challenges drop weekly. Join now to rank up and build your AI security reputation.

Proving Ground: Your Weekly Arena for AI Red-Team Mastery
Sharpen your AI red-teaming skills with weekly expert challenges from Gray Swan. Earn real credentials and gain career opportunities in AI security.

AI Red Teaming: Breaking Agents Before They Break Us
Explore how AI red teaming reveals model vulnerabilities before real attackers do. Learn how Gray Swan’s adversarial testing is shaping the future of AI safety.