Erhan Giral
speaker
389 appearances
1 recordings
1 series
first heard Aug 2026
last heard 3 Aug
Erhan Giral’s voice in public audio — every appearance, attributed to the second.
Trend
recordings per month · last 12 monthsRecordings per month over the last 12 months — 1 in all, peaking in Aug 2026 with 1.
Appearances
But then that banks knock, network operation personnel will probably say something like, well, that sounds plausible, but that's not how we do things.
I need to first run these additional tests.
Maybe I need to talk to some other team, get their approval.
I need to make sure there's a backup procedure.
I need to estimate this.
There's lots of things that they need to account for.
And then that's often specific to the enterprise, to the day work.
So what we do is we take the reasoning capabilities of these models and we fine tune them so that they can...
They can reason just like that employee of that particular enterprise.
So we found that when you tune these models, especially the planning aspects of these models around the subject matter experts practices, they become extremely capable.
They really produce actionable and relatable results for the users.
So just to point to your question about reasoning, yes, we rely on reasoning, but we try to guide that reasoning towards economic ways of solving that problem.
That's another thing, Greg.
So a lot of times when you ask complex IT questions to these models,
They'll come up with plausible, possible plans, but then is the plan actionable?
Essentially, if the solution is, you know what, tear down everything, rebuild everything, this is a rewrite situation, then the customers won't be happy.
They'll say, that's too expensive.
I can't really do that.
So then we train our models and we reward them in ways such that more economical, more expedient ways of lower risk solutions are preferred over others and whatnot.
So there's a lot goes into the guidance of that reasoning.
Showing 81–100 of 389 · page 5 of 20
← Previous
Next →