A specialist that speaks only in vectors — it takes text in and produces dense numerical representations rather than words. Its mixture-of-experts architecture means different inputs activate different internal pathways, giving it flexibility across varied text types. It won't hold a conversation or answer questions; its entire purpose is turning language into geometry that other systems can reason over.