01
Set in advance
Every test is published before kickoff and cannot be changed later.
HOW IT WORKS
Check. Learn. Improve. Every day.
A new model takes over only when a separate test proves it is better. Failed attempts remain visible.
02
Settled honestly
Wins and misses automatically count toward the same public score.
03
Reviewed daily
The AI finds weak areas and cautiously tests new variants.
04
Only better wins
A new model takes over only after an independent test confirms the improvement.