Notes on how the model actually works — backtesting, calibration, market efficiency, and the mistakes we made along the way. Written from a fully public betting record, losing runs included.
Look-ahead bias hiding in the data pipeline, why oversized edges signal your own error, winner's curse against sharp markets, and why a probability floor beats an edge filter.