Update README.md

README.md

@@ -29,17 +29,11 @@ Versioned, reproducible geometry vectors for layouts in
 
 ## `geometry-vector-v1`
 
-This release provides 4,577 unit-normalized vectors, one per layout in the
-paired layout registry. Each 23-dimensional vector is derived exclusively from
-the released `geometry-features-v1` table: global bounds and counts, plus
-presence, area fraction, and polygon fraction for each observed layer/datatype
-pair.
+This release provides 4,577 embedding vectors (generated through the v0 algorithm), one per layout in the
+paired layout registry.
 
-This is a deterministic baseline for reproducible nearest-layout retrieval. It
-is **not** a learned model embedding and does not replace raw GDS geometry.
 The exact feature order, layer vocabulary, normalization rule, and source
-feature-schema version are frozen in `metadata/geometry-vector-v1.schema.json`.
-
+feature-schema version are frozen in `metadata/geometry-vector-v1.schema.json`. 
 Every record retains `layout_id`, `artifact_id`, `design_id`, `component_name`,
 and `source_id` to link it directly to the simulation database and checksum
 verified GDS artifact.