Can artificial intelligence be a tool that speaks to us about the essence of things? Can we extract „something“ that unifies a heterogeneous dataset? To address these questions, Hyperconnected Past uses various image generation and recognition methods based on machine learning (StyleGAN2, Computer Vision), the digital collections of AKON and Botanical Illustrations to configure a brief web essay about the essence of the image through a retrospective at the past.