Live Loop

PREDICT · DECIDE · LEARN

The decision engine — watching ideas run in real time

A system that makes decisions the way you do — by being wrong on purpose when it's useful, and conservative when it's not. Three planes running together: one predicts, one decides, one watches both and adjusts over time.

PREDICT

Guesses what comes next. Measures how wrong it was. Precision rises as the model matures — or stays low when the world is genuinely unpredictable.

DECIDE

Picks an action using two scores: expected value and learning value. Sometimes the "wrong" choice wins — because being wrong here teaches more than being right.

LEARN

Watches PREDICT's precision and dials exploration up or down automatically. High confidence → exploit. Low confidence or stagnation → explore.

BUDGET

Energy that drains when the system acts and recovers when it waits. Forces a natural rhythm — try things while you can afford to, rest when you can't.

Interactive viewer

Watch the loop run tick by tick — adjust alpha, learning weight, seed, and speed. See decisions flip in real time.

COMING SOON