The document outlines a task of finding the median of a dataset stored in a text file using C++, emphasizing the need for dynamic memory allocation, minimal memory usage, and sorting the data. It differentiates between odd and even number of data items in calculating the median. The task requires counting items, sorting them, and outputting the median without including the standard library <bits/stdc++.h>.