Restart Office to apply changes to your privacy settings keeps popping up

If the "Restart Office to apply changes to your privacy settings" message keeps popping up on your Windows 11/10 PC, use the fixes listed in this detailed guide.
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Fix these Windows settings controlled by your organization

One of the more frustrating errors you may encounter on your Windows PC is “Some settings are managed by your organization.” ...