Does criminal record go away after someone serves their time? How come it doesn't go away given the fact the person has served t?

Recently I wanted to learn more about law. I wanted to understand how criminal records work. I have heard from many people that criminal record stays sometime after the person served a time in prison, why ? Thank you for information to help me understand.
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