Singularity of random Bernoulli matrices

For each $n$, let $M_n$ be an $n\times n$ random matrix with independent $\pm 1$ entries. We show that {\mathbb P}\{\mbox{M_n is singular}\}=(1/2+o_n(1))^n, which settles an old problem. Some generalizations are considered.