knowledge graph
also referred to as: knowledge graphs
9 statements across 8 episodes · 4 bullish · 2 bearish · 8 people on the record · first statement Jun 11, 2024 by Mike Conover · across every show →
Everything said about knowledge graph, oldest first
Jun 11, 2024 bullish
Conover: LLMs enable knowledge graphs more granular than Bloomberg or LinkedIn
“We believe that there's an opportunity to create a knowledge graph that has resolution that greatly exceeds what any You know, whether it's Bloomberg or LinkedIn currently has access to where we're getting as granular as person X submitted congressional testim…”
Jun 25, 2024 neutral
Albrecht: Messy real-world data limits knowledge graphs to niche problems
“But I think in the real world, it gets a lot messier than like knowledge graph style of things where it's like, well, is there a relationship between these two nodes? Like, ah, I don't know. Like is, are these two separate nodes? Like those kinds of messy bord…”
Feb 17, 2025 neutral
Sutin: LLMs struggle to effectively process knowledge graphs at inference time
“The problem with knowledge graphs that we found is like, and I don't know if you can tell me what your experience has been, but they're great for representing the data, but then like using it at inference time is kind of challenging, like... Just like the LLM …”
Mar 28, 2025 positive
Shah: Graph representations may outperform standard vector chunking in RAG
“The reality is something gets lost in the chunking process in the, okay, well, those tend to, you know, like you don't really get the whole picture, so to speak, and maybe not even the right set of dimensions on the kind of broader picture. And it makes intuit…”
Mar 28, 2025 negative
Swyx: Most ML practitioners consider knowledge graphs a 'dirty word'
“Most ML practitioners would say that knowledge graph is kind of like a dirty word the graph database. People get graph religion, everything's a graph, and then they go really hard into it, and then they get a graph that is too complex to navigate.”
Apr 19, 2025 neutral
Bergum: Building knowledge graphs is the bottleneck in Graph RAG, not databases
“The core issue issue is actually to build the knowledge graph, right? The entities, the relationships. So if you say graph, graph, You know, databases or graph rag is going to kill vector rag and all that discussion. I think the first issue is to actually buil…”
May 7, 2025 bullish
Cherny: Foundation models will eventually subsume external memory and RAG architectures
“Everything is the model. Like that's the thing that wins in the end. And it just, as the model gets better, it's it subsumes everything else. So, you know, at some point the model will encode its own knowledge graph. It'll encode its own like KV story if you j…”
Mar 5, 2026 positive
Swyx: AI agents should maintain personal wikis for persistent memory
“I think like almost like every agent should have its own wiki that it's updating and that's, Persistent memory. That is a very weak knowledge graph. And you could strengthen it if you want more structure, but you may not need it.”