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Equation 5 · Part 1 · AI Feeds on the Distance Between an Intention and an Outcome

Symbol hat p

p^(c∣t,r)\hat p(c\mid t,r)
p^\hat p

What this part means

hat p 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

hat p 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

…the historical patch. Before any model run, independent experienced maintainers would propose completion classes, reconcile synonymous proposals through a blinded adjudication protocol, and then estimate the distribution p^(c∣t,r)\hat p(c\mid t,r) by having fresh annotators assign each request to the classes they judge compatible. Their uncertainty is part of the measure. If they cannot create a stable class partition or agree on membership, the task does not produce a trustworthy gap estimate; it does not become a…

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Learn the underlying idea

A function assigns an output to each allowed input. The expression f(x) means “apply f to x”.

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