Counterexamples are specific instances or cases that contradict a general claim or argument, demonstrating that it is not universally true. They play a crucial role in evaluating the strength of inductive generalizations and causal reasoning by providing evidence that challenges the proposed conclusion, thereby allowing for a more nuanced understanding of the validity of such claims.
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