About

LQD Research builds foundational technology — the kind that doesn't exist yet because the conventional path never leads there.

Founded by Scott Martin, LQD Research LLC operates as the research arm of the Liquidefy ecosystem. We build horizontally across mathematics, agent systems, GPU-native interfaces, and distributed infrastructure — pursuing novel approaches at every layer of the stack.

Our work includes patent-pending algorithms, open-source frameworks, and production systems — all built to a single architectural standard that prioritizes capability, longevity, and forward compatibility over minimum viability.