An AI Capture-the-Flag Tournament: What the Scoreboard Counted

A preliminary report concluded that models under 3B parameters cannot chain exploits. A later tournament with much larger models put an 8B model last: the engine credited 2 of its 279 logged captures, because a per-turn marker had counted each of the 232 times it read bonus flags off its own machine.