Reading: Semantic IDs - Product Understanding at Scale
Instacart on compressing product embeddings into short discrete codes (“semantic IDs”) so recommendation and generative-retrieval models can reason about products that share no category, using catalog taxonomy as a free training signal instead of engagement data.