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.
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recordings per month · last 12 monthsRecordings per month over the last 12 months — 1 in all, peaking in Aug 2026 with 1.
Appearances
So we give them these numbers.
We have a lot of benchmarking information, both synthetic and open source and third party.
We have competed in some competitions just to show people what these models can do in isolation.
So we have a lot of proof data, but at the end of the day, like I said, it's often what happens is you get deployed in a pre-production environment or some QA environment that they're choosing, sometimes together with your competition with other tools.
And then they just measure, they just say, okay, so, you know, given an operator and this tool, and they maybe, you know, they sometimes, you know, they inject the problem and then they see, okay, did you find it?
Did the operator gain any insights from you or so on and so forth?
So essentially, this sort of software, I've never seen being sold unless you actually do a proof of concept so that you collect some data yourself.
So, you see how software engineering got disrupted, right?
Software engineering, I would say within the last six to eight months, is now different.
fundamentally different.
We had tectonic shifts in software engineering.
And we believe a similar disruption will also happen in operations, in ops.
And the reason is, software engineering is a very verifiable problem, right?
So you can
generate a piece of code and then compile that code and say, okay, does it compile or compiles?
Does it run?
You can run some tests against it to see.
So it's like you can imagine you can create training flywheels for software pretty easily.
And that's why that was the first thing that got heavily, heavily automated now.
We believe ops are also close to this.
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