Uncovering The Source of Machine Bias
"By comparing the decisions output by diverse settings, we find that ML algorithms can mitigate both the preference‑based bias and the belief‑based bias, while the effects vary for new and repeated applicants. Based on our findings, we propose a two‑step human‑AI collaboration framework for practitioners to reduce decision bias most effectively."