The document presents a novel control approach for stabilizing the underactuated Furuta pendulum using adaptive backstepping and hierarchical sliding mode control techniques. It details the control laws, simulation results, and introduces methods to reduce chattering and extend applicability to other systems. The findings suggest an effective solution for two-degree of freedom underactuated mechanical systems, proposing further research for broader application.