• multi-agent — Using several AI agents on one problem — splitting work in parallel, checking each other, or filling different roles like planner and reviewer.

Classification models rot when the label space stops matching reality; using agents to evolve the taxonomy rather than just apply it is a pattern that transfers to any large, drifting ontology.

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• articleCatalog ClusteringShopify Engineering
• articleFantastic Adaptive Taxonomies and How to Use ThemMert Cemri, Andrei Cojocaru, Melissa Pan, Shu Liu, Shubham Agarwal, Alexander Krentsel, Jay Tang, Kannan Ramchandran, Joseph E. Gonzalez, Matei Zaharia, Alex Dimakis, Ion Stoica
• clipReuse existing taxonomies instead of inventing your ownAI Engineer

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