Noam Lovinsky

And when we would kind of experiment and, you know, just observe things in terms of watch time, it's like, hey, watch time is up.

This is a big win.

And then we'd roll it out and we'd have like the community like, you know, enraged.

And why is that?

It's just like, it's not equally distributed.

And so you have to look at, you know, by kind of cohorts of publishers and creators, like,

whose businesses am I hurting, whose business am I helping, and how do I kind of try to normalize that across the base?

I just think you have to observe things differently.

Maybe maybe I'm just giving us too much credit.

I would like to think that in areas of like, you know, security sensitive data that we're all still adding the observability and the controls such that there is kind of like the right human in the loop.

For those sorts of decisions, I suppose that we'll go through like kind of some bad phases where people are using these things irresponsibly.

And, you know, we have data leakage.

We have, you know, prompt injection, shorted sort of hacking and and so on.

But I think that's just like a part of the learning curve that we're going to go through.

I don't think that's like something fundamental that's going to make sense.

software worse in the limit.

Code quality is also not one that I think I worry about too much in the limit.

I'm more worried about whether we actually use these tools to make our lives and our work lives actually easier and better, or whether we're on a

trajectory that I feel like we've been on, which is I'm not sure that a lot of the tools that we use for work and a lot of the ways that we work have actually made us better.

We certainly can work a lot more and all the time, which I think has benefits and also for some folks, some downsides.