Autonomous intelligence presents a unprecedented challenge in the field of computer science. Architecting such systems necessitates a deep understanding of both computational models and the subtleties of human intelligence. A robust architecture must encompass perception, reasoning, and action, while ensuring transparency, accountability, and safet