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Equation 7 · Part 1 · OpenAI Model Systems from First Principles: Weights, Post-Training, and Inference Compute

Symbol x

xx
xx

What this part means

x is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.

Its job in the formula

x is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.

The passage around this formula

That single API field breaks a habit of thought. “GPT-5.6 scores x ” is not a statement about a model. It is a statement about a model at a chosen reasoning effort , under a particular prompt, decoding configuration, and evaluation harness. The quantity being reported is a function evaluated at a point, and the point is usually unstated.

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Learn the underlying idea

A variable is a named place for a value. Its letter is a local label: x can mean position in one formula and a data point in another.

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Sources cited in the article section

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