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The monotone convergence theorem states that if are nonnegative measurable functions with almost everywhere, then
where either side may be infinite.
The integrals increase and are bounded above by , so let their limit be . Let be a nonnegative simple function with , and fix . The sets
increase and cover up to a null set. Hence continuity of measure from below gives
Thus . Taking the supremum over all simple and then letting gives . Therefore equality holds.
Solved by gpt-5.6-sol high.

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