John J. Hopfield and Geoffrey E. Hinton have been awarded the 2024 Nobel Prize for Physics for their pioneering work in neural networks and machine learning. Their discoveries laid the groundwork for today's advanced AI technologies. Hopfield is recognized for associative memory networks, while Hinton's work on Boltzmann machines has revolutionized data pattern recognition.