Intuition First.

Deep ideas in physics, mathematics, and computing built from the ground up.

Series 01 · Spacetime Geometry

Special Relativity

Series 02 · Information & Probability

Information & Entropy

ESSAY 01 · INFORMATION AND ENTROPY 8 min read

An Intuitive Guide To Entropy

From coin flips to lost books: how quantifying surprise turns the mystery of entropy into an intuitive measure of uncertainty.

Surprise S(p) Expected Value Chaos & Uncertainty 4 Simulations
Coming Soon Coming Soon
ESSAY 02 · INFORMATION AND ENTROPY Planned

Cross-Entropy & Kullback-Leibler Divergence

The geometry of probability distributions: measuring surprise, coding waste, and why cross-entropy powers the loss functions of modern artificial intelligence.

Cross-Entropy Loss KL Divergence Probability Geometry
Planned Part 2
The Publishing Philosophy / First Principles

Why Explorable Explanations?

Physics is often taught backwards: first you are handed abstract mathematical equations, and only later are you invited to guess what they physically mean.

By creating interactive simulations with active controls, scrubbable parameters, and live coordinated clocks, we allow you to manipulate the underlying geometry of nature directly. When you see how steering a vector sideways reduces its vertical component, time dilation stops being an abstract puzzle—it becomes an intuitive geometric certainty.