The primary difference between AI agents and traditional automation (often referred to as Robotic Process Automation or RPA) lies in their underlying logic and capacity for independent decision-making. While traditional automation is deterministic, following rigid, pre-defined rules, AI agents are probabilistic, using reasoning and adaptation to achieve complex goals.