thumb|Two intersecting planes: Two-dimensional planes are the hyperplanes in three-dimensional space.
thumb|Two intersecting planes: Two-dimensional planes are the hyperplanes in three-dimensional space.
In geometry, a hyperplane is a generalization of a two-dimensional plane in three-dimensional space to mathematical spaces of arbitrary dimension. Like a plane in space, a hyperplane is a flat hypersurface, a subspace whose dimension is one less than that of the ambient space. Two lower-dimensional examples of hyperplanes are one-dimensional lines in a plane and zero-dimensional points on a line.
Discovered by embedding cosine similarity (sentence-transformers MiniLM, 384-dim).