Q2 2026Live
The Laboratory — Volume I
Root-finding and convergence algorithms. Five complete interactive pages: Babylonian, Bisection, Newton-Raphson, Secant, Fixed Point. Python cells embedded throughout.
Editorial Agenda
EDI. TRJUN 2026
The Roadmap.
Our editorial agenda for building the infrastructure of insight.
"A map does not just chart territory, it dictates the journey."— Editorial Board
Q2 2026Live
The Laboratory — Volume II
Optimization and learning. Gradient Descent and Stochastic Gradient Descent and AdaGrad live. Adam in progress.
Q2 2026Live
Case Studies
Statistical Surgery on VGG19 and Premier League Predictions. Two complete interactive research documents.
Q3 2026WIP
Laboratory — Algorithms Vol. II Complete
Adam with momentum, scheduling, and failure modes.
Q3 2026WIP
Laboratory — Distributions
A new laboratory separate from algorithms. Bernoulli through the probabilistic foundations of modern AI. Launching after algorithms is complete.
Q3 2026WIP
Expanded Case Studies
More real-world applications. Sports analytics, medical imaging, econometrics. The platform's research voice growing.
Q3 2026WIP
Laboratory — Systems
Randomness and exploration. Monte Carlo, MCMC, Simulated Annealing. After distributions.
Q4 2026Planned
Statistical Intuition
The interactive book. Honest timeline — this is a large project and it's being built properly. 14 chapters, electron app, cinematic, Python and R throughout.
Q4 2026Planned
YouTube Channel
Probably earlier than this. Statistical thinking as cinematic content. No fixed date — it starts when the first video is ready.
What We Won't Build
Axiom 01
An AI assistant that explains concepts for you.
The difficulty of working something out yourself is the point.
Axiom 02
Subscription pricing.
You buy it once. You own it.
Axiom 03
Generic forums or unmoderated comment sections.
Axiom 04
"Gamified" learning paths with arbitrary points or badges.
Axiom 05
Content that separates statistics from machine learning.
They are the same discipline.
Axiom 06
Static, textbook-style chapters without an interactive component, or visualizations that obscure the underlying mathematics for the sake of convenience.
The math is the visualization.