Apply the horizon-exit derivative from part (d) to the potential slow-roll parameter and the second potential slow-roll parameter. The potential slow-roll flow equations are
where the third potential slow-roll parameter is . For example, differentiating gives , which is the second expression. Differentiating now gives the running of the scalar spectral index
This is the leading second-order slow-roll running. The notation denotes a signed derivative combination and does not force its value to be nonnegative.

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