The Halting Problem asks if one can create a universal algorithm that, for any given program and input, correctly determines whether the program will finish or run infinitely. Alan Turing famously proved this question is fundamentally Undecidable, marking a profound limit in Computation Theory. It unveils the inherent boundaries of algorithmic power.