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We prove two special cases of a strengthened Gaussian correlation conjecture, due to Tehranchi, and show that if the conjecture holds asymptotically, it holds for any dimension. Additionally, we use these special cases to prove a refined version of the Sid\'ak-Khatri inequality.
Assouline et al. (2024) studied this question.