This article uses Kurt Gödel's incompleteness theorems to explain the inherent structural limitations of complex AI systems. It argues that, much like Gödel proved that no sufficiently powerful system can prove its own consistency, AI breakthroughs like Anthropic's Mythos reveal inevitable boundaries of control and security.