After the first update, the sequence lies in and is nonincreasing. The monotone convergence theorem for sequences gives a limit . The update is continuous on this interval, so passing to the limit gives
Positivity forces . If an iterate reaches the root exactly, the constant tail gives the same conclusion. The Exact Newton error identity for a quadratic here is , also showing quadratic convergence once the error is small.

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