Nataliya Kosmyna

We needed to do it on larger scales for all of the, you know, spaces, like workspace.

We didn't talk about this because obviously it's heavily about education, but like workspace, we have multiple papers talking that people are not doing that well in the workspace.

Like, for example, programmers estimate that they gain 20% of their time

They actually lose 19% of their time on the tasks.

So there is so, so much more to it.

We need to do this on larger scale with all the ages, including older adults.

And then, of course, on different, different, different use cases and different cultural backgrounds.

This is in U.S.

And, of course, culture, it's very, very different.

Like I talked to so many teachers already, right, in Brazil, all over the world.

You have this intricacies need to account for it's so, so, so important because otherwise it's going to be all washed Western style, which we already saw happening.

And it is happening.

And a lot of people actually very worried their language will literally disappear in like five to 10 years.

And it's not like LLM magically will save it because it will not.

Thanks for having me.