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Erik Schluntz: belief

28 Nov 2024 Latent Space The new Claude 3.5 Sonnet, Computer Use, and Building SOTA Agents — with Erik Schluntz, Anthropic

“From the day-to-day job. But I think one of the most interesting things about SWE-Bench is that all these other benchmarks are usually just isolated puzzles, and you're starting from scratch.”

— Erik Schluntz

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Speaker
Erik Schluntz
Attribution
Verified speaker
Claim type
belief
Recorded
28 Nov 2024
Publisher
Latent Space

Transcript context

…Dynamic programming. Yeah, exactly. Like, you code. From the day-to-day job. But I think one of the most interesting things about SWE-Bench is that all these other benchmarks are usually just isolated puzzles, and you're starting from scratch. Whereas SWE-Bench, you're starting in the context of an entire repository. And so it adds this entirely new dimension to the problem of finding the relevant files. And this is a huge part of real engineering, is it's actually pretty rare that you're starting something totally greenfield. You need to go and figure out where in a codebase you're going to make a change and understand how your work is going to interact with the rest of the systems. And I think SWE-Bench does a really good job of presenting that problem. Why do we still use human eval? It's like 92%, I think. I don't even know if you can actually get to 100% because some of the data is not actually…

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