Seeing in 1,024 Dimensions: How UMAP Makes Embeddings Visible September 15, 2026 · Eric Mann Embeddings live in a thousand dimensions; your screen has two. How UMAP flattens embedding space into a readable map — what it preserves, what it distorts, and how to read it honestly.Read More