Retrieval-Augmented Generation
also referred to as: rag · retrieval augmented generation
9 statements across 5 episodes · 3 bullish · 2 bearish · 5 people on the record · first statement Jun 30, 2023 by Douwe Kiela · across every show →
Everything said about Retrieval-Augmented Generation, oldest first
Jun 30, 2023
Jun 30, 2023 positive
Douwe Kiela: Decoupling LLM memory reduces hallucinations and enables data deletion
“You decouple the memory from the generative capacity of the large language model, and this allows you to ground the generations from the language model into things you retrieved. In your memory, essentially. So you get much less hallucination. You get attribut…”
Sep 4, 2024 bullish
Jan 22, 2025 bearish
Jan 22, 2025
Feb 24, 2025
Morin: AI developers will always choose smaller models if performance matches
“What really pushes model sizes are the efficiency rather than specializing. So meaning that if you can do the same performance with a smaller model that is fine tuned with rag or whatever, then you'll do it with a smaller because again, less is better.”
Feb 24, 2025 negative