Beth Lyons

Yep.

Google may not be training on your license plate, but your license plate is digested all the time.

If you are actually driving your car on a road that has a camera.

Right.

Yep, and when Siri gets upgraded with Google, you have this really deep connection through Google Search, Google Data, all of that stuff, Google Docs, plus the AI intelligence-ish in your pocket that's going to stay in your pocket.

That's a really tight juggernaut, actually.

But I also have a Claude, Claude story.

So yesterday, I don't know if you covered this, but they rolled out MCP tool search and,

for cloud code, which very likely means that it's coming to co-work at some point.

Because code is for developers and all kinds of people, but they're definitely willing to let people figure stuff out.

So the idea behind MCP tool search, and I see that Carl's here.

So we're gonna add Carl to the stage, because you may comment on this.

Basically, what they said was as MCP has grown to become more popular and agents have become more capable, we've found that MCP servers may have up to 50 plus tools and take up giant amounts of context, which is why one of the things that we're seeing, right, when people talk about MCP is like, hey,

It's like an unlocked door.

Think a little bit about what might be behind the door or who might be watching you unlock the door, right?

Those kinds of things.

Tool search allows Cloud Code to dynamically load tools into context

when they would otherwise take up a lot of context, right?

So it's the same idea with skills.

I mean, it's the same philosophy as the philosophy behind skills.