The Topological Dual of a Dataset: A Logic-to-Topology Encoding for AlphaGeometry-Style Data

Anthony Bordg

AlphaGeometry represents a milestone in neuro-symbolic reasoning, yet its architecture faces a log-linear scaling bottleneck within its symbolic deduction engine that limits its ef…