Existing propose-and-verify methods for agent harness adaptation waste rollouts on unrelated behaviors and allow aggregate scores to obscure specific regressions

Existing propose-and-verify methods typically score every candidate on a fixed task set, wasting rollouts on unrelated behaviors and allowing aggregate scores to obscure specific regressions.

http://arxiv.org/abs/2608.27311v1