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But Borel cantelli should tell you that the probability that $\sup_{t\geq 0}(-\Lambda t+\sqrt{\sigma_k}W_t^k)\geq a$ happen for infinitely many $k$ is 0, which is just a.s. convergence, right? Isn't your $W^k_t$ independent?
