The landscape of artificial intelligence is undergoing a profound evolution, moving beyond reactive systems to embrace autonomous AI. This represents a significant leap, enabling AI models to not only respond to prompts but also to actively set goals, formulate approaches, and implement actions to achieve them, often with minimal human direction. T