As highlighted by The Quantum Insider @QuantumDaily, the fusion of security risks regarding AI and quantum technologies is occurring much more rapidly than predicted. This places enterprises in a position where they face immediate vulnerabilities from AI systems. Such a landscape proves why hardware-level security is essential. TEEs effectively isolate AI workloads at the processor level, which facilitates cryptographic attestation today and lays the groundwork for quantum-resistant security in the future.