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AI · simonwillison.net · Saturday, 15 August 2026

Skip Tag Taxonomies: Let LLMs Invent Labels, Then Match Them with Embeddings

Simon Willison shows how to ask an LLM to generate made‑up tags for a post, then use vector embeddings to snap those hallucinated labels to the nearest real tags in a massive taxonomy. The trick sidesteps feeding thousands of tags into the model and yields on‑the‑fly classification that still aligns with your existing tag set.

Read the source: simonwillison.net ↗In the 15 August issue →