Part 3/12:
Their solution: the new MAD (Max Adaptive Degree) algorithms, specifically MAD 2R, which intelligently reallocates data weights. Instead of letting the most common signals dominate, MAD redistributes the "traffic," so quieter but valuable signals—like niche phrases or early indicators of trending topics—get noticed without exposing any individual user's activity.