The Mechanist is the leader of a group of robots who are supposed to help the commonwealth. But the robobrains are misinterpreting the order to help by killing people in order to make sure they don't suffer.
The Mechanist Wiki: http://fallout.wikia.com/wiki/Mechanist_(Automatron)
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