A three-day intensive session in collaboration with Jane Street, where participants explored the evolution of computer vision through the image classification task, from LeNET and AlexNet to modern architectures like ViTs and ConvNext. The session covered essential architectural innovations and interactive visualizations, like activation atlas, feature map visualizations and adverserial attacks on models trained natively.