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The purposes are punishment are deterrence, retribution, and rehabilitation [1]. (Incapacitation is also typically considered in sentencing.)
The potential deterrence and retributive benefits of cruel have been known for ages. It’s why jailers did it. Those potential benefits are balanced against rehabilitation. But that doesn’t make it the supreme consideration, particularly for crimes of corruption.