When you look across Bay Street, how far has AI actually moved from experimentation phase to day-to-day investing?

I'd say we've seen enough at this point with confidence to say that AI will be one of the seminal transformational technologies we've seen, alongside the internet and others.

It'll transform investment processes, how we do our job, and, you know, the types of skills that will be important on, on investment teams to succeed.

Now, no one knows how it's going to evolve.

If we have this conversation, uh, in five years from now, you know, we could be talking about ways AI's evolved in ways we didn't expect.

We could be talking about quantum computing as more, even more transformational.

Conversation for another day.

What are the humans doing? What's the AI doing? How is the division of labor different in five years versus today?