In the fast-evolving world of live streaming platforms like Bigo Live, the reward or tipping system plays a central role in both user engagement and platform revenue. However, as the ecosystem matures, debates about the fairness and effectiveness of current tipping systems have intensified. Reforming these systems to strike the right balance between fairness and stimulation is becoming a...