The science of Computer Vision deconstructs the transition from a 1966 MIT summer project to a high-stakes study of Convolutional Neural Networks and the architecture of ImageNet. This episode of pplpod (E5234) explores the evolution of Image Understanding Systems, analyzing the vulnerabilities of Adversarial Robustness beyond the Visible Light Spectrum. We begin our investigation by stripping away the "effortless eyesight" facade to reveal a digital laboratory where the quantum mechanical photoelectric effect turns photons into electron wells. This deep dive focuses on the "Black Box" problem, deconstructing the 2018 Uber crash in Arizona where a classification failure resulted in a fatal inability to anticipate a pedestrian out ...