#high-dimensional geometry

Tagged high-dimensional geometry · show all articles

A run of shallow oak herbarium drawers pulled open along a bench, pressed specimens on blank pale card, one sheet caught hovering between two open drawers

Embeddings and the Geometry of Similarity

An embedding is a filing decision, not a fact about meaning. Its geometry guarantees far less than the systems built on top of it assume, and every surprising retrieval failure follows from that gap.

By Brecht Corbeel · August 8, 2026 · 17 min read

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