Carrying a geometrically decaying risk score is insufficient for agent safety because the cooling-off period an adversary must wait is a constant that doesn't grow with the horizon.

the obvious repair of carrying a geometrically decaying risk score is insufficient, because the cooling-off period a patient adversary must wait is a constant that does not grow with the horizon $N$

http://arxiv.org/abs/2608.27141v1