Thought Leadership blog posts

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From packets to prompts: Inference adds a new layer to the stack
Industry Trends | 02/18/2026

From packets to prompts: Inference adds a new layer to the stack

Inference is not training. It is not experimentation. It is not a data science exercise. Inference is production runtime behavior, and it behaves like an application tier.

By Lori Mac Vittie
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