A new comprehensive survey tracks the evolution of artificial intelligence systems from conversational chatbots to autonomous agents capable of independent decision-making. The research documents the technical and practical developments enabling AI systems to operate with increasing autonomy in complex environments. The survey provides an overview of current capabilities and trajectories in agentic AI development across the industry.