An open-source platform that uses decentralized AI and machine learning to autonomously manage cybersecurity defenses across multiple organizations, adapting to emerging threats. This enables self-healing systems that can predict and prevent attacks while protecting individual privacy and autonomy, creating a truly transformative shift in Cybersecurity.