About TopoVoid
Who we are
TopoVoid is an independent AI research lab in Suzhou building foundation models from first principles.
Our approach
Scaling parameter counts through brute-force heuristics produces models that are bloated, opaque, and brittle. We take a structural approach to model design. Using tools from differential geometry and Lie theory, we constrain the representation space at the architectural level—training compact models whose internal states remain mathematically tractable, predictable, and directly steerable at runtime.