The progression of artificial intelligence (AI) is steadily progressing towards a future where systems exhibit self-governing capabilities. This shift towards agentic intelligence demands a fundamental transformation in how we conceptualize AI, moving beyond traditional rule-based systems to cultivate evolving algorithms capable of interacting with