“And one thing we just launched at CES, it's in, it's still in like early access. We're ironing out some kinks, but it should be ready by GTC. You can register your Spark on Brev.”
quote is from the automated transcript, cleaned for reading:
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More from Nader Khalil
Insight
Secure AI agents must restrict one of file, internet, or code access
“Agents can do three things. They can access your files, they can access the internet, and then now they can write custom code and execute it. And you really only let an agent do two of those three things. If you can access your files and you can write custom c…”
Nader KhalilMar 8, 2026▶ 59:54Agent Inference at the "Speed of Light" — How NVIDIA moves like a $4.3 Trillion Startup
Disclosure
NVIDIA mandates running OpenClaw in isolated Brev cloud VMs
“Internally people want to run this
and we know we have to be really careful from the security implications. Do we let this run on the corporate network securities guidance was, Hey, run this on breath. It's in, you know, it's a VM. It's sitting in the cloud. …”
Nader KhalilMar 8, 2026▶ 9:08Agent Inference at the "Speed of Light" — How NVIDIA moves like a $4.3 Trillion Startup
Insight
Terminal access makes coding agents significantly more effective than general agents
“I feel like coding agents have been so much more effective than general purpose agents, and I think a large part of that is it just has access to the terminal, like you said, and that means it has access to everything that you've installed into your terminal.”
Nader KhalilMar 8, 2026▶ 1:08:26Agent Inference at the "Speed of Light" — How NVIDIA moves like a $4.3 Trillion Startup
AssertionSupported
ServiceNow trained an in-house AI model using NVIDIA's Nemotron dataset
“There are companies like, ah, ServiceNow took the dataset and they trained their own model.”
Nader KhalilMar 8, 2026▶ 38:33Agent Inference at the "Speed of Light" — How NVIDIA moves like a $4.3 Trillion Startup
Disclosure
NVIDIA's Brev team plans to open-source business application command-line interfaces
“We're gonna open source all of this and like, yeah, all the, I mean, they're just, they're, yeah, CLIs for the business applications.”
Nader KhalilMar 8, 2026▶ 1:08:58Agent Inference at the "Speed of Light" — How NVIDIA moves like a $4.3 Trillion Startup
AssertionSupported
NVIDIA releases DGX Spark model router to dynamically route local inference
“We actually, for CES, we just released the model router. So for DGX Spark, where you can have a local model that's running on the Spark and then also a foundation model. And then the model order decides when to send queries to which one.”
Nader KhalilMar 8, 2026▶ 1:17:16Agent Inference at the "Speed of Light" — How NVIDIA moves like a $4.3 Trillion Startup
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