Stephen Miran17:28
Sure. I mean, we may already be seeing it. You know, the labor market is weakest for new entrants and re-entrants to the labor market. And those are areas that generative AI is arguably affecting. And by the way, the fact that those labor market segments seem weak seems to me an argument against assuming that low payroll growth is a function of border policy. I think a lot of people like to dismiss low jobs numbers as a result of changing border policies being a negative labor supply shock. If that were the case, then cohorts that were sharp substitutes, that were strong substitutes for immigrant labor, would have the hottest labor markets in the country. And they'd be experiencing rising wage growth. You know, if you sort of hold demand constant and reduce supply, you get higher prices. And you don't see that in the data, especially in a period of high productivity growth. You would expect to see much stronger wage growth. And so, to me, the labor supply story isn't really consistent with it. I want to say something else about AI, which is that, you know, one criticism that I've heard people make is that we keep getting these negative supply shocks and the Fed keeps asking people to look through the negative supply shocks. Look, oil absolutely is a negative supply shock. And as I explained before, it doesn't affect the economy on a timeline—unless there's changes in inflation expectations or a wage-price spiral, which is not happening—it doesn't affect the economy on a timeline that monetary policy can respond to. But, there also are positive supply shocks. And AI is a great example of a positive supply shock. AI allows people to do more with less. Right? It boosts productivity. It reduces barriers to entry. It allows people to produce more with fewer inputs. That's a positive supply shock that really matters for economic growth, for inflation, for unemployment, and for monetary policy. And all of that is really something that's very important that I think we need to take into account. Another positive supply shock is the change in the regulatory environment. I gave a speech in January in Greece in which I looked at the modern literature, some of which is by your Hoover colleagues, Patrick McLaughlin. I looked at the modern literature on trying to quantify the regulatory code. And there's people like Patrick and Joseph Kalmenovitz who do very good work using modern AI and machine learning and quantitative methods to reduce the regulatory code to numbers that you can then study. And I use this literature and I calculated that the deregulatory shock that's been ongoing since last year would weigh on inflation by about half a point per year over the next few years. Now there was a Federal Reserve research paper that was published a couple weeks ago by two Fed staff economists, Danilo Cascaldi Garcia and Matteo Iacoviello, who using an entirely different quantification method and an entirely different empirical method came up with similar estimates of the deregulatory shock we're living through. And if you apply their model to the size of the deregulatory shock that they estimate, it causes about a 30 basis point drag on inflation, reduction in inflation per year for the next few years, right? So I estimated about a 50 basis point persistent drag. They estimated about a 30 basis point persistent drag. I think those two are within noise of each other. I wouldn't reject 30 basis points as being outside of the confidence bands given the uncertainty in these things. But this is an example of a positive supply shock. Like AI is another example of a positive supply shock that I feel is underappreciated in all of the talk about negative supply shocks. And whereas oil is generally a one-off shock, again unless there's changes to inflation expectations, unless there's a wage-price spiral, neither of which is happening, both AI and deregulation are going to have persistent effects when you look at the way that these models work. And so as a result, these are things that I think are going to be pushing out the supply side. We all know there's supply and demand. And if you hit the gas on demand while you're holding supply constant, you get inflation, right? If you push out supply as well, you're not going to get inflation.