Rice's Theorem states that any non-trivial property of the language recognized by a Turing machine is undecidable, meaning there is no algorithm that can determine whether an arbitrary Turing machine has that property. This theorem highlights the inherent limitations of computational systems in determining the behavior of programs beyond their syntactic structure.