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n≈k/qτn \approx k/q_\tau

Why this formula appears here

State the sample size the claim actually requires. If a system is being represented as safe at a given tail probability, report the number of trials run and compare it explicitly against the n ≈\approx k/qτq_\tau threshold needed to have observed the claimed rate with any precision, rather than letting a comfortable-sounding trial count stand in for a rate that would in fact require orders of magnitude more observations.

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nn

Symbol n

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

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kk

Symbol k

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

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qτq_\tau

Symbol q_τ

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

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n≈k/qτn \approx k/q_\tau

Equation 29 · Model Evaluation

Why Average Success Rate Hides the Failures That Matter Most

This equation gives an approximation: it relates the quantities while allowing an approximation.

State the sample size the claim actually requires. If a system is being represented as safe at a given tail probability, report the number of trials run and compare it explicitly against the n ≈\approx k/qτq_\tau threshold needed to have observed the claimed rate with any precision, rather than letting a comfortable-sounding trial count stand in for a rate that would in fact require orders of magnitude more observations.

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