Transformers represent formal languages more succinctly than finite automata or Linear Temporal Logic formulas. This high expressive power makes verifying transformer properties EXPSPACE-complete, rendering the process provably intractable. The research establishes a formal theoretical limit on model verification. Practitioners must accept that complete safety guarantees for these architectures are computationally impossible.