Quantum Elements is collaborating with Rigetti Computing to develop an innovative digital twin simulation approach, leveraging AI to model qubit behavior and identify viable paths to practical quantum computing applications. This research concentrates on simulating multiple error channels, including gate operations and readout, to enhance existing benchmarking methods for superconducting quantum processors. Early experiments have yielded promising results, with further validation anticipated as the partnership advances. The simulations aim to achieve high-fidelity representations of quantum systems, which is crucial for the development of reliable quantum computing technologies1. This breakthrough has significant implications for the field of quantum computing, as it could lead to more efficient and accurate simulations, ultimately driving progress in the development of practical quantum computing applications. So what matters to practitioners is that this advancement could potentially accelerate the realization of quantum computing's full potential, thereby redefining the boundaries of computational power and cryptography.