Autonomous intelligence presents a unique challenge in the field of artificial science. Architecting such systems requires a deep understanding of both computational models and the complexities of human intelligence. A robust architecture must encompass perception, reasoning, and action, while ensuring transparency, accountability, and safety. Furt