Given the limitations of computation over large inputs and large spaces, the question is, could sentience be a prerequisite of solving those kinds of problems?

Given the limitations of computation over large inputs and large spaces, the question is, could sentience be a prerequisite of solving those kinds of problems? All we know about machines and computations is the harder the problem the more their computation is aligned with biology.