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Definition: AI inference


The software in an AI system that does processing for the user. A peculiar name for sure; however, the inference term dates back to very early AI systems and it has not gone away.

Also called "AI runtime," the "inference engine" uses the AI model to answer questions, generate content of all variety, make forecasts, translate languages and more.

In a non-AI system, the inference counterpart is a single application processing data. However, AI machine learning comprises a two-part system: training and execution, the latter called inference. See inference engine and AI training vs. inference.

A Term with Wiggle Room?
The English word "inference" implies assumption and conjecture. Apparently, in the early days of AI, "inferring" an answer seemed a safer bet than "generating" the answer, which implies a degree of accuracy. Thus, even today, an AI does not generate a result; it "infers" the result. Perhaps that term will provide some wiggle room in a future lawsuit! See neural network and deep learning.