To go it blind

To act in a rash, reckless, or headlong manner.
(Card Playing) To bet without having examined the cards.<- =="" to="" bet="" in="" the="" blind="" -="">

See also: Go, Go

Webster's Revised Unabridged Dictionary, published 1913 by G. & C. Merriam Co.