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Sophistry
Negative Connotation
Sophistry has a negative feeling, suggesting dishonesty or unfair persuasion in an argument. 
Debate Alert
Be cautious during debates; sophistry can mislead the audience with seemingly logical but false arguments. 
Manipulation Tool
Sophistry is often a tool to manipulate or confuse people, especially in politics or advertising. 