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Equation 4 · Part 2 · How Do We Actually Know a Safety Measure Worked?

Symbol k

pmax⁡≈3k.p_{\max} \approx \frac{3}{k}.
kk

What this part means

k occurs below the fraction bar. The quantity above the bar is divided by this expression; zero is excluded as a denominator.

Its job in the formula

k occurs below the fraction bar. The quantity above the bar is divided by this expression; zero is excluded as a denominator.

The passage around this formula

That bound has a name in elementary statistics, and it is worth stating plainly because it clarifies exactly what a clean red-team result can and cannot license. If k independent attempts are made against a fixed but unknown per-attempt bypass probability p , and all k fail, the standard “rule of three” approximation gives a roughly 95%-confidence upper bound on that probability of pmax⁡≈3kp_{\max} \approx \frac{3}{k}. Applied loosely to a red-team programme, this says a clean…

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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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