COMPUTING WITH NEURAL NETWORKS: THE DAWNING FRONTIER ENABLING WIDESPREAD AND AGILE COMPUTATIONAL INTELLIGENCE DEPLOYMENT

AI has achieved significant progress in recent years, with systems achieving human-level performance in diverse tasks. However, the true difficulty lies not just in training these models, but in utilizing them efficiently in practical scenarios. This is where machine learning inference comes into play, surfacing as a critical focus for scientists a