Explore the neural computations enabling animals to represent and process geometric structures in complex 3D environments. Delve into Bruno Olshausen's 46-minute lecture from UC Berkeley, presented at the Simons Institute. Discover recent advancements in understanding lower-level intelligence from AI, psychology, and neuroscience perspectives. Learn about the potential for robust, low-power, and compact neural circuits that facilitate geometric reasoning. Gain insights into how these computational mechanisms contribute to survival and navigation in intricate spatial contexts.