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Gray Swan AI is a cybersecurity company focused on enhancing the safety and reliability of artificial intelligence systems. The company specializes in identifying and mitigating vulnerabilities in AI models, particularly large language models (LLMs). Its core offerings include Cygnet, a secured version of Meta's Llama 3-8B model, and Shade, a continuous red-teaming tool that simulates adversarial attacks to expose system weaknesses. Gray Swan AI also operates the Gray Swan Arena, a platform where researchers and developers can participate in challenges to improve AI model security. The company aims to protect AI deployments from threats such as prompt injections, adversarial inputs, and data extraction.