AOS GLM is a deterministic language engine written in C++20 with SIMD acceleration, offering a drop-in replacement for TypeSafe Jev and Instructor APIs. It operates entirely in host memory with sub-microsecond latencies and includes Python bindings, REST API, and CLI interfaces for binary decisions, taxonomy classification, and severity scoring.