goal of maximizing the academic performance of the lowest ability students. Our assignment algorithm uses peer effects … estimates from the observational data. We find a negative and significant treatment effect for the students we intended to help …. We show that within our "optimal" peer groups, students self-selected into bifurcated sub-groups with social dynamics …