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Kyle Kranen: commitment

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

“We will see before the end of the year an agent that is capable of running for longer than 24 hours with like self consistency the entire time.”

— Kyle Kranen

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

Transcript context

…I, yeah, there’s insatiable demand for tokens and every improvement that comes kind of just makes our demand even higher. It’s kind of funny, right? Like if you have like a teammate and you ask me to do a task and they’re like, should I save some effort and not think too hard about this task? I’m like, fuck no. I mean, my favorite was like, you can, you can have four shots, right? Yeah. Like the original codex before the app. You, why do one call, like, give it four attempts? Just, just use all the token to out, right? Try Moreal try, try again. Try more. It’s like, it’s like the, the meta index right? Is the thing that tracks like how long models are able to run. I expect that we’ll just see like log linear, if not log super linear growth. We will see before the end of the year an agent that is capable of running for longer than 24 hours with like self consistency the entire time. I, I would also poke at different domains, having different desires, right? Like at a consumer level. I’m getting slightly frustrated at 20 minutes per basic query. Sure. You can optimize, you know, six, eight hour. I don’t see myself shooting off many one week agents. Right. Someone doing like, okay, GPU kernel research or medical or biological, like, you know, in, in those domains Sure. Shoot off a lot. That take a, so like I think it will be somewhat domain specific ‘cause you also really need to turn that in. Right. It’s funny one, those was doing your taxes. Right. Like, that’s tax. Yeah, that’s, yeah. Okay. Yeah. Get it right. I wonder if like this major school say sort of like, uh, speculative decoding is like your agent figuring out what you might be prompting it the next day at night and like pre fetching.…

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