The discovery of a new pyramid structure near Caral, Peru, has sparked interest in the ancient civilizations that once thrived in the region, highlighting the potential for further archaeological finds. Users discussing the comments have noted the significance of geology and Lidar technology in unearthing these sites. The mention of books regarding pre-Columbian South America indicates ongoing public interest in understanding these ancient cultures. Additionally, there has been inquiry into utilizing AI and machine learning for detecting ancient structures in LiDAR data, proposing innovative approaches like data augmentation and few-shot learning to overcome challenges in training models with sparse archaeological data. The Caral civilization predates the Incas significantly, emphasizing a rich historical context worth exploring.