Tell me more about the data here in terms of how widespread these changes are, if you had any insight in terms of region, age, sector, those kinds of things.

Right, so we have nearly 30 million LinkedIn profiles.

That's almost 10% of the United States population.

Wow.

Right, it's mostly white-collar workers, which isn't that exciting.

And we see that in our data among profiles that are relatively connected, we limit to 100 plus connections, One in five workers have some form of going back to what we call time travel, which it's worth noting here.

What is time travel? It's editing a job you've already left, right? So this means we know that your job isn't changing, right? It's possible I, in the past year, become an AI engineer.

Where does it fit inside economic questions that an academic would give you credit for?

Tell me more about the data here in terms of how widespread these changes are, if you had any insight in terms of region, age, sector, those kinds of things.

Right, so we have nearly 30 million LinkedIn profiles.

That's almost 10% of the United States population.

Wow.

It's mostly white-collar workers, which isn't that exciting.

And we see that in our data among profiles that are relatively connected, we limit to 100-plus connections, One in five workers have some form of going back to what we call time travel, which it's worth noting here.

What is time travel? It's editing a job you've already left, right? So this means we know that your job isn't changing, right? It's possible I, in the past year, become an AI engineer.

Where does it fit inside economic questions that an academic would give you credit for?