Under a reference measure where is Brownian motion started at zero, let be its exit time from . The displayed density is the stochastic exponential with integrand , by the Itô formula. It is bounded by , hence defines a uniformly integrable density process with terminal density . Under that measure change, is Brownian motion. At exit, , implying . This is a terminal density on the whole probability space, not merely an unspecified finite-horizon change of measure.
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