AI-native compilers are transforming systems engineering, enabling specialized hardware optimization and rendering general-purpose runtimes obsolete. Innovations like Unsloth's memory tricks and RunInfra's autonomous kernel synthesis exemplify this shift toward tailored software-hardware integration. This evolution emphasizes runtime efficiency and performance over traditional abstraction layers.