Inference Is the Real AI Workload—and the Infrastructure Is Racing to Catch Up
Training gets the headlines, but inference is where AI meets users, products, and revenue. It is also the workload that will shape chip demand,…
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AI systems
Data Pipelines, the Hidden Backbone of AI Systems
Behind every fast, accurate AI system is a data pipeline doing the unglamorous work of collecting, cleaning, moving,…
Software That Learns: Why Machine Learning Changes the Rules of Computing
Traditional software follows instructions; machine learning builds those instructions from data. That difference reshapes everything from how systems…
Inside the Machine: What Large Language Models Actually Do to Build Intelligence at Scale
Large language models look like products, but they are really systems—trained on enormous datasets, deployed on specialized compute,…