throw caution to the winds
throw caution to the winds also throw discretion to the winds {v. phr.}
To be daring; make a bold or risky move.
Hearing that Apaches were planning to start a war, the whites decided to throw caution to the winds and attack the Apaches first.
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Source: A Dictionary of American Idioms