Singularity of random Bernoulli matrices

Abstract: 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.