The orthorecursive expansion of unity with respect to the system in produces a sequence of rational coefficients defined by an explicit recurrence. Kalmynin and Kosenko established the bounds and through intricate -norm arguments, but left the optimal decay rates as open problems. We prove , where is the smallest real part among the zeros of a transcendental function related to the digamma function. We also improve the coefficient bound to . The method rests on a Tauberian transfer theorem that recasts the discrete recurrence as a Volterra integral equation, whose resolvent is smooth and amenable to Mellin analysis and contour shifting.

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