# algorithmic fairness

How China’s ‘Red Envelope’ Algorithm Levelled the Playing Field in the Hongbao Scramble

Chinese platforms adjusted hongbao allocation from pure randomness to a "double-average" cap that limits each claim to twice the remaining per-person average. The tweak reduces the early-grabber advantage, preserves randomness and keeps users feeling the distribution is fair while maintaining the ritual’s social and engagement value.