ai hardware and software 4

https://wiki-tonic.win/index.php/Why_Enterprise_AI_Deployment_Demands_a_New_Approach_to_Infrastructure

Modern AI blends specialized chips like GPUs and TPUs with clever software frameworks such as TensorFlow and PyTorch, making complex tasks like image recognition and natural language processing feel almost effortless, though the real magic happens in the messy, iterative work of training models on huge datasets.