Information and Technology Insights

AI Model Training vs Inference: Key Infrastructure Differences

The infrastructure requirements for training AI foundation models and deploying them into production are vastly different, primarily due to the nature of the tasks they perform. One is a resource-intensive, one-off (or infrequent) process, while the other is a continuous, scalable, and low-latency operation. Understanding use is critical to understanding opportunities.

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