Exponential singularity and rank bounds for random symmetric matrices

Let $A$ be an $n\times n$ real symmetric random matrix whose entries above the diagonal are independent, each with largest atom at most $β\in (0,1)$. The diagonal entries have an arbitrary joint distribution and are independent of the entries above the diagonal. We prove that \[ \mathbb{P}[\mathrm