The LIBERATE-D randomized trial found that a conservative, indication-triggered dialysis strategy increased unadjusted kidney-recovery rates at hospital discharge and shortened time to dialysis independence compared with routine thrice-weekly dialysis in patients with dialysis-requiring AKI.