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Is the first kind really corruption then?

Corruption can be stopped when voters & consumers have more power than the politicians or their backers. No one can force you to vote a certain way or buy a certain product. You punish "public" "servants" by restricting their power, i.e. voting them out if they break the law or not enforcing the law equally.