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Manav Sehgal

Founder of Orionfold, an AI studio building tools (Arena, FieldKit) for local model scouting, fine-tuning, and deployment; ex-Amazon AGI/AWS, Xerox PARC, and Daily Mail.

Oct 1, 2026

2:55
What do you-- what did that actually mean? Like 10X in terms of token savings, 10X in terms of, you know, cost reduction? What do you mean by 10X?
3:05
So a bit of a quick backstory to that.
3:07
So I obviously attended the, the recent, uh, NVIDIA GTC, and if you remember the last, I think, 15 minutes of, uh, Jensen's keynote, which was extended, by the way, beyond the allocated time as usual, uh, were all about NeoClaw and, uh, OpenClaw and, uh, and of course, DGX Spark.
3:29
Uh, so I was convinced that I should buy one, and that's what I did.
3:33
I bought my DGX Park at the GTC, and it sat there, uh, after, you know, trying the NeoClaw thing out, it just sat there for a couple of months.
3:42
And then when I started my, my startup, I was like, "Let me, let me reboot it." And then I tried to get into what is it that, that was stopping me from leveraging this amazing piece of hardware that is sitting in front of me.
3:54
Apart from obviously the, the logistics of setting up, uh, the right sort of screen and keyboard and stuff, there wasn't much.
6:17
Kinda how does it work? Like, walk us through, like, not a day in the life, but, like, walk through your steps that you would see within Arena.

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