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by karmakaze 361 days ago
The post has details but sums up to RAG suffers as iPhone's AI-powered notification summaries do.

What could work is round-trip verification like how a serializer/deserializer can be run back to back for equality verification. Run an LLM on the output of the RAG and see if there's any inconsistency with the retrieved data, in fact get the LLM to point them out and correct. [x] Thinking for RAG.