Before revision:  Our eventual goal is to provide results for supplier-like problems in the most general distributional setting, where there is only black-box access to the underlying distribution.
After revision:  Our eventual goal is to provide results for supplier problems in the most general distributional setting, where there is only black-box access to the underlying distribution.