This working system is set up in what we call a comprehensive framework that integrates diverse technologies. It shatters the myths surrounding memory management. It is a recursive, self-healing metadata protocol that is highly aligned with the topology. When each node clearly understands its own position (Pos) and boundaries (In/Out), AI is no longer "guessing" the code, but rather "deriving" the system. This avoids forcibly confining AI to a self-verifying system that "cannot lie."
