
Retrieval-augmented generation retrieves facts but does not tailor responses to an individual user's preferences or history. True personalization requires modeling user behavior and context, not just fetching external documents. Builders must treat RAG as a knowledge layer, not a substitute for user modeling.
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What AI Can't, or Shouldn't, Do for You - WSJ