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Kyle Kranen: belief

10 Mar 2026 Latent Space NVIDIA's AI Engineers: Agent Inference at Planetary Scale and "Speed of Light" — Nader Khalil (Brev), Kyle Kranen (Dynamo)

“Like they kind of occupy the same purposes and you call them, it does something on the system and, and that’s done. I think that in pre-training there’s just an enormous amount.”

— Kyle Kranen

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Everything needed to verify it.

Speaker
Kyle Kranen
Attribution
Verified speaker
Claim type
belief
Recorded
10 Mar 2026
Publisher
Latent Space

Transcript context

…One thing that slightly makes me uncomfortable is like, why do we have to build cli? Why can’t we just expose APIs? Like, I, I have, I have an interesting answer to this. So there are a couple reasons. Like there’s, there’s like, you know, portability is like one issue. Like, you know, like sometimes APIs are not like discoverable or like reachable by, by some, you know, types of things. There’s some element of locality, right? Like, uh, like the CLI is like literally you interfacing with your like local system, which is a little bit different. You could still do it by API, but like there’s this highlighting of like, what is the difference between like a CLI and an MCP, right? Like they kind of occupy the same purposes and you call them, it does something on the system and, and that’s done. I think that in pre-training there’s just an enormous amount. Oh, okay. Command line data. Yeah. Yeah. Like e even let’s ignore our, let’s let’s ignore our l Like you’re doing no harness, you’re doing no harness push training. Just the amount of like CLI versus API documentation for just like navigating this world of the CLI in your file system through that is just enormous. Yeah. Yeah.…

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