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How to prove a problem is unsolvable in a certain Time Complexity?

While discussing the Local Minimum in n x n Matrix Problem with my professor, he suggested that there exists a solution with O(log n) time complexity for this problem. Now, I’m fairly sure he is wrong, though I am uncertain of how to prove the non-existence of such algorithm. I would appreciate any insights or methodologies that can be used to demonstrate the impossibility of solving this specific problem in O(log n) time.