Public Lab

The public lab publishes hypotheses, validation plans, and timestamps before an experiment runs, then publishes results regardless of outcome. Readers are invited to challenge assumptions, rebut the setup, or pressure-test the design before the results are in.

Preregistration Records

Hypotheses, validation plans, and results stay in one public record.

negative result

I Spent Hundreds of Hours Proving Moving-Average Crossovers Dont Work

A negative-result study showing that after 11,151 U.S. stocks including delisted names, a 31.7% survival rate, price-band controls, and trading costs, moving-average crossovers have no tradable edge.

Interactive Demos

Small interactive demos with bilingual page shells and shared demo code.

canvas-waves

Canvas Particle Waves

A native Canvas animation with scalable particles and wave lines.

line-chart

Interactive Line Chart

A native SVG line chart powered by built-in sample data.