Symbol hat p
hat p is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Read this term in its guide →Published equation contexts
Why this formula appears here
This is an epistemic object, not the true set of hidden-test-passing patches. An annotation panel would see the frozen repository snapshot and the redacted request, but not the hidden tests or 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 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…
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Symbol c
c is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Read this term in its guide →Symbol t
t is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Read this term in its guide →Symbol r
r is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Read this term in its guide →How to interpret it
Read this expression with the definitions, units, and assumptions supplied by the article.
Published contexts (1)
A symbol can carry a different meaning in another article. Each occurrence keeps its own guide and term definitions.
Equation 5 · Evolutionary AI
AI Feeds on the Distance Between an Intention and an Outcome
This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text.
This is an epistemic object, not the true set of hidden-test-passing patches. An annotation panel would see the frozen repository snapshot and the redacted request, but not the hidden tests or 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 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…
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