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Split the Catalog, Not the Hierarchy

TL;DR for operators Large product catalogs, document collections, and knowledge inventories eventually reach a scale where asking one model to reason over every label at once becomes difficult. Splitting the labels into smaller groups solves part of the input problem, but it creates another one: the pieces still have to reconnect into a coherent hierarchy. ...

October 10, 2026 · 8 min · Zelina