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Evidence receipt / belief

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Ankur Goyal: belief

11 Oct 2024 Latent Space Production AI Engineering starts with Evals — with Ankur Goyal of Braintrust

“I think there are a lot of caveats, especially around access to the newest models.”

— Ankur Goyal

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Everything needed to verify it.

Speaker
Ankur Goyal
Attribution
Verified speaker
Claim type
belief
Recorded
11 Oct 2024
Publisher
Latent Space

Transcript context

…of what they do well. We interviewed Michelle from that team. They do a ton of work, and it's a surprisingly small team. It's really amazing. That actually opens the way to a little bit of something I assume that you would know, which is, I would assume that small developers like us use those model lab endpoints directly, but the big boys, they all use Amazon for Anthropic because they have the special relationship. They all use Azure for OpenAI because they have that special relationship, and then Google has Google. Is that not true? It's not true. Isn't that weird? You wouldn't have all this committed spend on AWS that you're like, okay, fine, I'll use Cloud because I already have that. In some cases, it's yes and. It hasn't been a smooth journey for people to get the capacity on public clouds that they're able to get through OpenAI directly. I mean, I think a lot of this is changing, catching up, etc., but it hasn't been perfectly smooth. I think there are a lot of caveats, especially around access to the newest models. With Azure early on, there's a lot of engineering that you need to do to actually get the equivalent of a single endpoint that you have with OpenAI. Most people built around assuming there's a single endpoint, so it's a non-trivial engineering effort to load balance across endpoints and deal with the credentials. Every endpoint has a slightly different set of credentials, has a different set of models that are available on it. There are all these problems that you just don't think about when you're using OpenAI, etc., that you have to suddenly think about. Now, for us, that turned into some opportunity. A lot of people use our proxy as a ... This is the gateway.…

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