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Shawn Wang: recommendation

27 Sept 2024 Latent Space Language Agents: From Reasoning to Acting

“The way I put this is you should not be a prompt engineer because it is the goal of the big labs to put you out of a job.”

— Shawn Wang

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Speaker
Shawn Wang
Attribution
Verified speaker
Claim type
recommendation
Recorded
27 Sept 2024
Publisher
Latent Space

Transcript context

…Yeah. I think it's also like a timing thing in the sense that if you think about this whole line of language model, right? Like at the time it was just like a text generator. We don't have any idea how it's going to be used, right? And obviously at the time you will find all kinds of weird issues because it's not trained to do any of that, right? But then I think we have this loop where once we realize chain of thought is important or agent is important or tool using is important, what we see is today's language models are heavily optimized towards those things. So I think in some sense they become more reliable and robust over those use cases. And you don't need to do as much prompt engineering tricks anymore to solve those things. I feel like in some sense, I feel like prompt engineering even is like a slightly negative word at the time because it refers to all those kind of weird tricks that you have to apply. But I think we don't have to do that anymore. Like given today's progress, you should just be able to talk to like a coworker. And if you're clear and concrete and being reasonable, then it should do reasonable things for you. Yeah. The way I put this is you should not be a prompt engineer because it is the goal of the big labs to put you out of a job. You should just be a good communicator. Like if you're a good communicator to humans, you should be a good communicator to language…

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