The 2024 Nobel Prize in Physics was awarded to John Hopfield and Geoffrey Hinton for their work connecting physics and machine learning. Their innovations, like Hopfield networks and Boltzmann machines, revolutionized neural networks, enabling advancements in quantum science and materials analysis.