Can AI truly grasp abstract concepts like we do? A fascinating new study explores this question by asking AI models and humans to link seemingly unrelated ideas, like matching colors to professions or animals to musical instruments. The results are surprisingly insightful, revealing intriguing parallels between how AI and humans make these connections. Researchers found that AI models, much like people, often draw links based on shared qualities, such as associating "doctor" with the color blue due to its perceived trustworthiness and calmness, or linking "pineapple" to "football" because of their similar bumpy texture. While AI models sometimes offer unique perspectives, the study shows a significant overlap in how they and humans approach this creative task. This suggests that AI, even without direct sensory experience, can develop an understanding of abstract concepts and their relationships, mirroring human cognitive processes. This discovery opens exciting new avenues for understanding how AI learns and represents knowledge, potentially leading to more intuitive and human-like AI systems in the future. However, the study also highlights the limitations of current AI models, particularly in grasping nuanced or less common associations. Further research is needed to explore these differences and bridge the gap between AI and human understanding, paving the way for more sophisticated and truly intelligent machines.