Interactive lab
Experiments you can rerun in your browser
Each experiment uses real data, recalculates everything on your device and shows the code it runs.
Experiment 2 · Beveridge
How much of the work can a decision model take over?
Set a target accuracy and see how many decisions Beveridge, Jev and five LLMs can take on their own, from their real answers on 10,238 test questions. Then move a confidence threshold over six real Beveridge-Large-C decisions.
Experiment 1 · materials
Hydrogen permeation through a metal membrane
Lattice diffusion, trapping and grain-boundary fast paths, each checked against its exact solution.