Understanding Inference Economics in AI

Inference is the stage where trained AI models process new data to produce outputs. For example, a voice assistant interpreting commands or a fraud detection system analyzing transactions performs inference. Unlike training, which can be scheduled and batched, inference often requires real-time or near-real-time responses and happens billions of times daily in large deployments.

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