Jerry Liu
6 statements across 1 episodes · 3 bullish · 1 bearish · 1 people on the record · first statement Oct 12, 2023 by Jerry Liu · said 3 times in 3 episodes since 2024 · across every show →
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2025 1 mention in 1 episode
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Oct 12, 2023 bearish
Liu: The final state for personalized AI memory will not be RAG
“I think a lot of people have thoughts about that, but, like, for what it's worth, I don't think the final state will be ragged. I think it will be some, like, fancy algorithm or architecture where you, like, bake it into, like, the architecture of the model it…”
Oct 12, 2023 bullish
Liu: Fine-tuned LLMs will become the primary scalable evaluation solution
“No, but these models will get better and you'll probably fine tune a model to be a better judge. I think that's probably what's going to happen. So I'm like reasonably bullish on this because I don't think there's really a good alternative beyond you just huma…”
Oct 12, 2023 positive
Liu: Chain-of-thought query decomposition produces superior retrieval results
“Another example here is actually LLM based reasoning, like LLM based chain of thought reasoning. You can take a question, break it down into smaller components and use that to actually send to your retrieval system. And that gives you better results since kind…”
Oct 12, 2023 positive
Liu: Developers should build RAG from scratch before using framework abstractions
“Building, like, RAG from scratch. I mean, I think everybody should do it, I think. Like, I would check out the guide if you guys haven't already, and I think it's in our docs, but instead of just using you know, either the kind of, like the retriever query eng…”
Oct 12, 2023 neutral