The advancement of artificial intelligence (AI) is steadily progressing towards a future where systems exhibit self-governing capabilities. This shift towards agentic intelligence demands a fundamental realignment in how we perceive AI, moving beyond traditional rule-based methods to embrace adaptation algorithms capable of operating with the world