The landscape of artificial intelligence is undergoing a profound transformation, moving beyond reactive systems to embrace proactive AI. This represents a significant leap, enabling AI models to not only react to prompts but also to independently set goals, formulate strategies, and carry out actions to achieve them, often with minimal human inter