Yeah, I mean productivity, those trends have been systematic over time and larger macro trends, and now there's much more attention paid to them, but they are structural, and they're also structural in the US by the way. I think the productivity maybe has gotten a boost from The Magnificent Seven, but when you look at the rest of the public markets, like all of the rest of the 493 companies are essentially flatlining and you only have these seven firms that are extremely productive, and so I think it depends on how we're talking about productivity, what types. But Canada, I think you look at the macro data, and for years we've had under-investment by our major corporations, we have declining startup rates. So declining firm exit and entry. Vass always, I feel bad because she's heard me talk about this now so many times, but the thing that blew my mind when I was researching for this, I was writing, I was like, "I'm going to go find some interesting stuff for my financialization chapter for the book.
And I found that in Canada last year we had 135 IPOs, public offerings, companies going public on the TSX. And 84% of those were ETFs, exchange traded funds, which are bundles of existing companies that are just a form of financial engineering. So they're not adding net new jobs, they're not operational companies. And so these are things that are really a big problem for Canada going forward in terms of our growth, in terms of productivity, creating new jobs, creating more innovation. So we think competition is definitely a part of this answer. It's not the only thing. There's lots of things that go into making the productivity pie, if you will, but this is a really important ingredient.