John Hopfield and Geoffrey Hinton won the 2024 Nobel Prize in Physics for groundbreaking work on artificial neural networks. Hopfield developed a network for pattern recognition, while Hinton created methods for autonomous data property identification, advancing machine learning fundamental to artificial intelligence.