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Shawn Wang: evaluation

19 Apr 2024 Latent Space High Agency Pydantic > VC Backed Frameworks — with Jason Liu of Instructor

“I think one of the agents loopholes or one of the things that is a real barrier for agents is LLMs really like to get stuck into a lane.”

— Shawn Wang

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Speaker
Shawn Wang
Attribution
Verified speaker
Claim type
evaluation
Recorded
19 Apr 2024
Publisher
Latent Space

Transcript context

…Sure. Yeah. You know what I mean? But I think if you can monotonically increase the success probability over an hour, that's winning to me. Right? Like obviously if you run an hour and you've made no progress. Like I think when we were in like auto GBT land, there was that one example where it's like, I wanted it to like buy me a bicycle overnight. I spent $7 on credit and I never found the bicycle. Yeah. Yeah. Right. I wonder if you'll be able to purchase a bicycle. Because it actually can do things in real world. It just needs to suspend to you for off and stuff. The point I was trying to make was that I can see it turning plans. I think one of the agents loopholes or one of the things that is a real barrier for agents is LLMs really like to get stuck into a lane. And you know what you're talking about, what I've seen Devon do is it gets stuck in a lane and it will just kind of change plans based on the performance of the plan itself. And it's kind of cool. I feel like we've gone too much in the looping route and I think a lot of more plans and like DAGs and data structures are probably going to come back to help fill in some holes. Yeah.…

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