Prologue We usually treat mathematical structures as things we look at—diagrams on a page, symbols in a line, objects to be manipulated by the intellect. But they are not objects. They are environments. They are the invisible architectures that determine what is possible, what is impossible, and what is necessary. You do not just solve … Continue reading The Axiom Engine: A Phenomenology of Abstract Structures
Tag: gradient descent
The Gradient
All the tokens fit to embed.December 26, 2025 THE LEDE: VISUAL DATA OVERLOAD The Context: Times photographers captured a turbulent year, from a president returning to power and wildfires ravaging Los Angeles to conflicts in Sudan and Gaza. Images include a destroyed house with a intact pool in Pacific Palisades and sea gulls swarming a … Continue reading The Gradient
