Sundar Pichai

I think a few things. Looking at Google, you know, we've given various stats around like 30% of code now uses AI-generated suggestions or whatever it is. But the most important metric, and we carefully measure it, is how much has our engineering velocity increased as a company due to AI? And it's tough to measure, and we kind of rigorously try to measure it.

I think a few things. Looking at Google, you know, we've given various stats around like 30% of code now uses AI-generated suggestions or whatever it is. But the most important metric, and we carefully measure it, is how much has our engineering velocity increased as a company due to AI? And it's tough to measure, and we kind of rigorously try to measure it.

I think a few things.

Looking at Google, you know, we've given various stats around like

30% of code now uses AI-generated suggestions or whatever it is.

But the most important metric, and we carefully measure it, is how much has our engineering velocity increased as a company due to AI?

And it's tough to measure, and we kind of rigorously try to measure it.

And our estimates are that number is now at 10%, right?

And our estimates are that number is now at 10%, right? Like now across the company, we've accomplished a 10% engineering velocity increase using AI. But we plan to hire engineers, more engineers next year, right? So because the opportunity space of what we can do is expanding too, right? And so-

And our estimates are that number is now at 10%, right? Like now across the company, we've accomplished a 10% engineering velocity increase using AI. But we plan to hire engineers, more engineers next year, right? So because the opportunity space of what we can do is expanding too, right? And so-

And our estimates are that number is now at 10%, right? Like now across the company, we've accomplished a 10% engineering velocity increase using AI. But we plan to hire engineers, more engineers next year, right? So because the opportunity space of what we can do is expanding too, right? And so-

Like now across the company, we've accomplished a 10% engineering velocity increase using AI.

But we plan to hire engineers, more engineers next year, right?

So because the opportunity space of what we can do is expanding too, right?

And so-

I think hopefully, at least in the near to mid-term, for many engineers, it frees up more and more of the, even in engineering and coding, there are aspects which are so much fun.

I think hopefully, at least in the near to mid-term, for many engineers, it frees up more and more of the, even in engineering and coding, there are aspects which are so much fun. You're designing, you're architecting, you're solving a problem. There's a lot of

I think hopefully, at least in the near to mid-term, for many engineers, it frees up more and more of the, even in engineering and coding, there are aspects which are so much fun. You're designing, you're architecting, you're solving a problem. There's a lot of

I think hopefully, at least in the near to mid-term, for many engineers, it frees up more and more of the, even in engineering and coding, there are aspects which are so much fun. You're designing, you're architecting, you're solving a problem. There's a lot of

You're designing, you're architecting, you're solving a problem.