Karl Yeh

In short, we don't train our systems to learn your license plate number.

We train them to understand that

that when you ask for one, we can locate it.

I think that last sentence is really important and also indicative of what we're seeing with these sort of

sort of agent of agents, right?

Which is to say, and we know this with Gemini, like I've been singing this to the praises that Gemini 3 was just different, fundamentally different.

Why?

When you were building gems?

Because Gemini would say, don't overcomplicate this.

Give me the overarching goal and I will figure out.

What does that sound like?

Basically MCP, you do not have to tell me all the instructions anymore.

I am smart enough to figure out where to go to find the answer.

And what do we have here?

Basically the same thing.

Hey,

It's not about training on your license plate number.

Believe them, don't believe them.

It's about saying, where do I go and how do I use it if that request comes up?

And I think that's really, really important.