As quantum computers mature, the community will need to think about problems in new ways, and explore how to use utility-scale quantum processors to map harder, more interesting problems onto qubits. This session features several demos of early quantum use cases, and show how researchers are incorporating tools like error mitigation to achieve accurate results.