Polygon's Madhugiri hard fork reduces consensus finality to one second, raises throughput by about 33%, adds Fusaka EIPs to cap gas on heavy operations, and prepares the network for scalable, institutional-grade use cases such as stablecoins, RWAs and enterprise solutions.