Fault-tolerant quantum computation requires further advances in lowering physical qubit error rates in scalable architectures. In this talk, I will present our work on understanding and controlling the microscopic sources of decoherence in superconducting qubits arising from material defects and interfaces. I will present our identification of microscopic origins of ...