Gyubin Han

Reward-Aware Population Scaling of Evolutionary Strategies in LLM Fine-Tuning

The implication is not that $N=2$ is universally sufficient, but that small-population failure in capable-model binary ES can be an implementation artifact rather than an intrinsic population limit.