FantasyLab AURORA · lab notes
// lab notes

Experiments where you can check the math.

Aurora runs 19 research-grade statistical methods locally and cites every claim it makes. These are the experiments: what the methods found, what they refused to conclude, and the exact command to reproduce each result on your own machine. No screenshots as evidence, no numbers without a named method behind them.

every number is cited
Each claim names the method that produced it and the threshold it cleared.
skips are published
When a method times out or a sample is drawn, the post says so. Silence is the bug.
you can rerun it
Datasets are public or shipped with Aurora. Every post ends with the command.
// posts

The method that didn't run

I pointed Aurora at a climate buoy dataset and got 20 cited findings, each one naming the method behind it. The interesting part was not the findings. It was the Gaussian process regression that hit its 90 second budget, gave up, and told me exactly that. Here is why the method that failed is the one that should earn your trust.

Read the experiment →