An improved spectral large sieve inequality for $SL_3(mathbb{Z})$

We prove an improved spectral large sieve inequality for the family of $SL_3(mathbb{Z})$ Hecke-Maass cusp forms. The method of proof uses duality and its structure reveals unexpected connections to Heath-Browns large sieve for cubic characters.