Abstract reasoning is the cognitive process of identifying patterns, logical rules, and trends in new data to solve problems and understand complex concepts without relying on concrete information. It is a critical skill for problem-solving and innovation, allowing individuals to think beyond the immediate and tangible to grasp broader implications and underlying principles.