ZML introduces a specialized compiler designed to translate high-level AI model descriptions directly into optimized machine code. It bypasses traditional heavy runtimes to reduce latency and memory overhead. This approach allows developers to target specific hardware accelerators more efficiently. Practitioners can now achieve tighter control over inference execution on the metal.