Cold air intakes can actually *reduce* horsepower in some vehicles, especially those without proper tuning to compensate for the change in air/fuel mixture.
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The "widowmaker" nickname for certain high-performance cars comes from their propensity to cause accidents due to their powerful engines and handling characteristics.
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