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Unactuated roll moments from asymmetric payloads typically cause two-wheeled inverted pendulums to roll over, but splitting high-latency overhead visual tracking from high-frequency onboard stabilization keeps narrow-wheelbase platforms upright even across dynamic seesaw obstacles.