Independent, open-source AI systems that monitor the governing AI network for bias, corruption, and abuses of power. These systems provide accessible reports to the public, ensuring accountability and safeguarding against potential misuse of authority in a highly controlled environment. It’s about creating an AI watchdog for AI governance.