Let be a compact Lie group. Suppose are chosen independently from the Haar measure on . Let $ = \cup_{i \in [k]} _ii := {g_i} \cup {g_i^{-1}}\mu{}^\ell\ell$. We give probabilistic bounds on the nearness of a heat kernel smoothening of to a constant function on in . We also give probabilistic bounds on the maximum distance of a point in to the support of . Lastly, we show that these bounds cannot in general be significantly improved by analyzing the case when is the dimensional torus. The question of a spectral gap of a natural Markov operator associated with when is was reiterated by Bourgain and Gamburd, being first raised by Lubotzky, Philips and Sarnak in 1987 and is still open. In the setting of , our results can be viewed as addressing a quantitative version of a weak variant of this question.

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