DETERMINISTIC ENGINE · VERIFIED ON EVERY COMMIT
The numbers are true — and it flags a fake edge
Kernel bookkeeping checked on every commit. Overfitting tools built and ready.
Byte-exact
Live engine state always matches a replay from its own event log — required on every kernel commit.
Overfit-checked
A best-of-many in-sample winner gets re-scored out-of-sample before it's trusted.
Forward-tested
Rules are frozen and evaluated on data the selection never touched, not just reported once.
Read the full independent validation reportquantkidacademy.com/validation