Jul 1, 2026 · 44 min · 13 segments
Eric welcomes Eduard Dulharu, a veteran network architect and the Founder and CTO of vExpertAI, to talk about how agentic AI, open-source LLMs, and digital twins are changing network operations…
Eric ChouHost
I, I, I don't make that leap though, so you gotta go a little bit deeper on making that connection, right? Because I, I, I read that paper as well, and, um, so maybe first of all, you could tell us a little bit about what you mean by attention is all you need on, like, how people could pick up, uh, certain, certain meanings without, like, listening to a whole sentence or, or something like that, and then making that leap on why do you think just from that, that it's eventually gonna be...

'cause be better than human? Because back then it was very, still very primitive, right? Like, GPT, what, 2.0 is still very primitive.
And, uh, because I, I was somehow fascinated by this idea of meaning in general.
And I hope that reading Jordan's book, uh, Maps of Meaning, uh, I'll be able to find an answer to my question about the meaning.

I, I, I don't make that leap though, so you gotta go a little bit deeper on making that connection, right? Because I, I, I read that paper as well, and, um, so maybe first of all, you could tell us a little bit about what you mean by attention is all you need on, like, how people could pick up, uh, certain, certain meanings without, like, listening to a whole sentence or, or something like that, and then making that leap on why do you think just from that, that it's eventually gonna be...

'cause be better than human? Because back then it was very, still very primitive, right? Like, GPT, what, 2.0 is still very primitive.
And, uh, because I, I was somehow fascinated by this idea of meaning in general.
And I hope that reading Jordan's book, uh, Maps of Meaning, uh, I'll be able to find an answer to my question about the meaning.
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