The Ledger

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Insight
Harrison Chase says production AI agents rely on three main defaults
“And there's such a long tail of other ones, but in practice, like, when people go to production, they generally have their own tools, or maybe one of those three, maybe some other ones, but, like, very, very few other ones.”
Harrison Chase Sep 27, 2024 ▶ 9:49 Language Agents: From Reasoning to Acting — with Shunyu Yao of OpenAI, Harrison Chase of LangGraph
Insight
Harrison Chase says developers should guide agent planning explicitly in code
“Sometimes I say that like the LLMs aren't [4137] Great at planning yet. [4138] So we can help them plan by telling them how to plan and code. [4140] Cause that's very explicit and that's a good way of communicating how they should plan and stuff like that.”
Harrison Chase Sep 27, 2024 ▶ 1:08:52 Language Agents: From Reasoning to Acting — with Shunyu Yao of OpenAI, Harrison Chase of LangGraph
Insight
Chase: Long-term LLM memory systems must incorporate mechanisms for memory decay.
“Yeah, I think there absolutely needs to be some sort of memory decay, or some sort of, like, invalidating previous memories.”
Harrison Chase Apr 6, 2024 ▶ 54:48 Personal AI Meetup - Bee, BasedHardware, LangChain LangFriend, Deepgram EmilyAI
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