Eduard (Edward) Dulharu

speaker
420 appearances 1 recordings 1 series first heard Aug 2026 last heard 7 Aug

Eduard (Edward) Dulharu’s voice in public audio — every appearance, attributed to the second.

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Recordings per month over the last 12 months — 1 in all, peaking in Aug 2026 with 1.

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So it's not the large language model which decides which tools should be used.
It's a deterministic process and is with uh as I mentioned with uh we call it IMAC, uh with single source of rules.
So for a given incident
Uh um
The agent will follow the same YAML file always.
And will collect data uh from the network according to that deterministic workflow embedded within the YAML file.
Yes.
It is uh it is uh it is our uh let's say uh ex accumulative experience which is embedded within this uh single source of truth.
I mean the way in which we solve problems is embedded within this single source of truth within this file, which is gated by let's say by a team leader or uh by an architect.
So it has uh ownership.
So
Everything we've seen with single source of truth is we considered as being the truth, everything else is a draft.
Theta which represents the context for the model.
A complete context for the model.
The model will do what uh models do best, reasoning across data.
The model do not I don't need the model to tell me which tool I should use or which should be the the next step.
So I feed within the models enough data to be able to propose a diagnostic.
The model will provide um recommendation, a solution to the agent.
Okay.
Based on the fine-tuning process which uh makes um model expert within let's say BGP.
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