Welcome to Free Thoughts from Libertarianism.org and the Cato Institute. I'm Trevor Burrus. Joining me today is Gary Gerstle, the Paul Mellon Professor of American History at a University of Cambridge and the author of the new book, Liberty and Coercion, the Paradox of American Government from the Founding to the Present. Welcome to Free Thoughts, Gary. Thank you very much. So I think I would start with the interesting and provocative title of your book, Liberty and Coercion. Why did you choose those two concepts, which I guess are somewhat antithetical concepts, as your, for your overview of American history? Well, for me, those two words, concepts illustrate the paradox of government in America. Americans love to define their freedom as freedom from government. Government must be gotten off our backs so that we can experience our liberty. Patrick, Henry, give me liberty or give me death. It's about liberty from government. The New Hampshire license plate, live free or die, is about freedom from government. I'm particularly fond of that one. Yes. This is clearly a very important part, both of myth and fact in America. It's a very important way in which Americans define their attitudes toward government. On the other hand, Americans in a whole series of rounds haven't hesitated to legislate heavily in ways that interfere with the most intimate and personal aspects of people's lives, sexuality, race, drink, commerce, when people can buy and when they can't buy. In some cases, which ethnic groups would be allowed to own land, all kinds of interferences with the way in which Americans live, and in an order consecrated to liberty and freedom from government, one would assume that there would be a greater respect for what one does in the private realm. I found that in America, this private realm is heavily legislated in what have been historically coercive ways. The ambition of the book is to understand how two such contradictory attitudes toward government could cohabit, not just in the same society but in the minds of frequently the same individuals, and thus liberty and coercion is the way to understand government in America, not one or the other, but both. The purpose of the book, the ambition of the book, is to understand how those two very different approaches to government cohabit in a paradoxical way. You look at both the federal and the state governments in a way that I find very interesting because as a libertarian in here at Cato, of course, we talk about the Constitution and that's actually my specialty when I'm not doing the podcast. A lot of times, we talk about the Constitution as this liberty-enhancing document, which to some extent it is, but of course, the Constitution was also ratified and created in order to enhance the power of the federal government. Then, of course, the relationship between those powers and then the powers that were left to the states is something you really get into. What kind of powers we're talking about in the original first decade after the Constitution did the federal government have and then what kind of powers did the states have? Well, the biggest contribution to the book, I think, is to insist that the federal government and the states subscribe to different theories of power, both of which emanate from the Constitution. The Cato Institute version of the Constitution is correct as far as the federal government is concerned. Even though it was a strengthened document in a frame of government over what had prevailed in the Articles of Confederation, the Constitution that was ratified in 1789 was clearly a document meant to ratify limited government. The government had to be able to do certain things, but it also had to be, its power had to be fragmented, divided in three branches. It was also divided between the federal government and the states. With the Bill of Rights taking shape in the early 1790s and being ratified in 1792, the Bill of Rights created a sphere of individual rights and autonomy that was off limits to the federal government, and the Bill of Rights is what it was meant to be a historic advance in terms of protecting personal liberty. The federal government had strengths that the Articles of Confederation did not allow, but still had to operate under a charter of limited powers. It is a liberal document in the 18th century sense of the word, meaning that the greatest threat to liberty emanates from big powerful monarchical central governments, and the United States had to have a central government that would evade those threats. The states, however, operated under a very different charter of powers. It does not have a proper name, which is one reason why we've had trouble grasping its nature. In the 19th century, jurists would give it the name police power, and police power does not help very much, because it was a broader conception of power than what we usually associate with policing today, law in order to be sure. But the police power emerged from an 18th century British doctrine known as the public police, and that was really about the duty and right of the sovereign to look after the good and welfare of his subjects. And this concept of the public police, which you think might have died during the revolution or been tossed out, actually survives the revolution and gets encoded into the Constitution. It's the 10th Amendment to the Constitution. All powers not expressly given to the federal government are reserved to the states. And as the courts begin to interpret those powers in the early 19th century, those powers are deemed to be broad, encompassing, giving state legislatures the authority to act for the good and welfare of the Commonwealth. The states, therefore, have a charter of powers that is not liberal, it's comprehensive, it's illiberal, it gives states an enormous authority to act. And so it writes in or allows the states to act in ways specifically prohibited the federal government from doing it. Now interestingly, if we think about James Madison in helping to create the Constitution, one of the things he was concerned about was state power, which is often forgotten by many people. He wanted the federal government to have a veto right over state laws that were oppressive to liberty or that the general government didn't want. And he also introduced in the first Congress an amendment to incorporate the Bill of Rights to the states. So he seemed quite concerned about this, but other people seem to be not as concerned about their state or they even would have said at the time their country being as oppressive because they thought it was closer to the people. But then, of course, we also have the slavery issue, which means that they needed to leave the states alone to some degree in order to even ratify a Constitution that included slave states and free states. So is it a combination of people who are concerned about state power like Madison, who wanted to have it be able to be overridden both from the top and from the federal government and from the bottom, from the rights, people who wanted to preserve state power so they could keep slaves and keep that autonomy, and then people who weren't worried about state power because they thought the people were close enough to their state governments that it wasn't much of a concern. Yes, I think this lack of concern about excessive power in the states comes from different sources. Madison is almost alone in his insistence that the most important amendment would be that amendment, which did not get adopted, which would have been to impose the Bill of Rights on the states. And for me, the greatest discovery of doing this project, and I think probably the greatest surprise among your listeners and other people who might read the book, is that the Bill of Rights is not made incumbent on the states really until the 1960s, more than 150 years after the Constitution, the Bill of Rights, are ratified. It's an extraordinary and important, unknown story. And it's also interesting to contemplate the fact that Madison, this man with enormous influence on the Constitution and its shape on this matter, is simply ignored and his proposal to incorporate the states under the Bill of Rights is as though the piece of paper was dropped to the floor and never even merits a serious discussion. Why was this? I think part of the answer is slavery. They had forged the famous compromise that was going to allow the United States to go forward half free and half slave. And if you enforce the Bill of Rights on the states, some slaves may have been able to bring a petition to the courts saying that their rights, as Americans were being violated. So, in a way, this threatened to reopen the most difficult question that the Constitutional Convention faced.  So they could have brought a first amendment claim in that situation. So it could have endangered slavery in many ways. Yes, you're absolutely right about that. So slavery factored into it. And I think there was what I like to call the Alexis de Tocqueville Law of Revolution, which is not really a law of revolution, but how much difficulty revolutions have of completely separating themselves from what came before. He elaborated that law in relationship to the French Revolution, not the American Revolution. His point about the French Revolution is that the ancien régime, the old régime survived in very powerful ways in the new revolutionary French state. In some ways, I think older habits in America survived in the new republic. Many of the colonies by the 1790s were 100, 150 years old. They had ways of doing things. They had powers to which they were accustomed. There was a nervousness about bringing this revolutionary society into the world and a desire for a little bit of comfort. And so why not simply continue to do things, at least partly the way things had been done? Why not import the doctrine of the public police into this revolutionary society? Perhaps that would assist in getting better order and bringing liberty out of chaos. And then that fed into, I think, something that a lot of people who fashioned themselves, Democrats, didn't think enough about. And that is they really had trouble conceiving that a threat to liberty would come from their state legislature. When they thought about a threat to liberty, they thought of George III. They thought of the British imperial state. They thought of a concentrated power in Philadelphia, New York, Washington, wherever it was going to be. They didn't think that a threat to their liberty would come from the state legislature because the state legislature was going to be composed of the people. And how could the people tyrannize themselves? Well, we now know through a couple hundred years of hard history that there are all kinds of ways in which the people can tyrannize themselves or tyrannize minorities within them who don't go with the majority line. But I think there was a way in which democratic theory and democratic practice had not evolved to the point where a lot of those people who were most concerned about tyranny and government thought that there was a genuine threat to liberty from government that was close to home. The state government, that was their community. That was their town hall. Some knew everyone else in states like Pennsylvania. It really didn't seem like the people were there in force. And they had a lot of difficulty imagining how this could be construed as a threat to their liberty. And so they were very slow to perceive the need for a polity that conceives itself as liberal in the classical sense, has to protect itself against all threats to liberty, some coming from afar and some coming from near. And if you think about those first few decades of the federal government's existence, I mean, it is true that it's hard to name many things that it did, many bills, large bills that had passed that created new departments of government up until the Civil War. We have a pretty sparse federal government that fights the War of 1812. It does the Louisiana Purchase.  But generally speaking, we don't see a lot of growth in the federal government. But you start outlining how that growth occurs through a sort of a method of constructing a liberal order from very sparse powers that the government, the federal government thought it had, at least at the beginning. Yes, you're right. In terms of major pieces of legislation, we would have trouble pulling them out of the period because there aren't many. But there are powers given to the federal government, which uses standardizing weights and measures, issuing a census, counting the American people, rendering them legible, developing a surveying system so that all the land that comes under control of the United States has the capacity to be parceled out and sold. The federal government, its biggest resource, is its land, and it commits very early to a pretty democratic distribution of that land to individual settlers. And the amount of land that is put into the hands of private householders is pretty extraordinary. And so the government is amassing land, it is distributing this land. The post office may not seem like a big deal, but the United States develops one of the best and most efficient and cheapest post offices then known in the world. And this becomes important not so much for delivering the mail, although this is important, but to circulating newspapers throughout what has become a land-rich republic. And it finds ways to keep people in touch and to make them part of a single political community at a time when it would have been very easy, given methods of transportation and habits of isolation at the time, for parts of the United States to break off or to lose touch with the center and with each other. And so the United States proves very effective at doing, at uniting the people of the United States. And one of its greatest achievements is not one that we often think about because we assume that this would simply be the case. It keeps a sprawling land-rich republic together at a time when the betting person was wagering that it would probably break apart, that it was simply too large. The federal government was too small. The refusal to contemplate a standing army meant the military would be too weak. When I was younger, I was interested in Aaron Burr, and one thing I could never understand about Aaron Burr is how such a distinguished man could engage in an apparent insurrection. Then the American Southwest. Yeah, it is one of the weirdest things in his life where he goes down and tries to invade Mexico. Yeah, this man was almost president of the United States. He was a graduate of Princeton. He's very well-educated, very bright, very brilliant. Many people regard him as brilliant, very sophisticated.  Well, if you're a betting man in 1800, you're betting that the United States will not stay together, that it will break apart, that it will become what Latin America became, which is multiple republics descended from one imperial ancestor. So the most likely future of the United States was not what it became, a single polity, but four or five polities, all descended from Britain, having various relations with each other. This is what Burr grasped, and being something of a betting man, he was going to get one of these republics for himself. It seems ludicrous to us, but it was a very plausible and wise wager to make at the time. And thus, one of the biggest achievements of the United States is simply hanging together, remaining an integrated republic. And this elevates the War of 1812 into another thing I never understood when I was younger, one of the most important wars that the United States waged because if it was going to break apart, this would have been the moment where it happened. Andrew Jackson is the general in charge of keeping the United States together in its vulnerable Southwest. Again, what we now think of as the Southeast, really the area around New Orleans, Alabama, Mississippi, an area beset by multiple imperial powers from Europe, multiple Indian tribes, many of them hostile to the ambitions of the United States. And this was a moment of great risk and a moment when the United States easily could have lost the war and either seen its landmass severely reduced or else breaking apart into multiple republics. So if you want to look at the achievement of the United States in terms of what a central authority is able to accomplish in the early 19th century, first and foremost, it's keeping a vast territory together as a single polity governed by a commonly understood set of laws and of course, one constitution. And one of the things America demonstrates at this moment is even though it does not have a standing army, it demonstrates an extraordinary ability through the use of militias to scale up and fight ferociously for defensive purposes. The militias were volatile, they were unruly, but under the right general, they could prove very, very effective in terms of safeguarding the United States. And you discuss these three strategies that the federal government used or people in the federal government in order to not necessarily evade, but maybe creatively use the 18 enumerated powers in Article 1, Section 8 in order to do maybe a little bit more than they would seemingly be able to do on the face of the constitutional powers. So I'd love to go through those. One of them you call exemption. How does that work? Well, the federal government, beyond acquiring land, defending it, distributing it at a certain point is going to want to do things or its people are going to call on it to do things. Building a transcontinental railroad, for example, Americanizing immigrants, silencing dissenters who are perceived during war times being a threat to the Republic with all these perhaps regulating pornography, obscenity, with all these matters, the question becomes, does the federal government have the right to do this? And the federal government is hobbled by the interpretation of the courts regarding the Constitution that the only powers it has are powers expressly given to it. And these... Well, that seems pretty clear from the face of the Constitution at least. Yes. And these powers turn out not to be sufficient for a nation that wants to expand across the continent, that wants to industrialize, that wants to encourage industrialization and manufacturing that is going to need to wage war. And so the government begin or state builders begin to develop strategies to expand government power where in a strict understanding of the Constitution it may not be permitted to go. One of these is exemption. An exemption refers to the U.S. having powers that exceed those given to it in the Constitution. And it does these under two circumstances, one in times of war, which is permitted to do by the Constitution, certain limitations on government power are suspended in terms of war emergency. And the other way in which this happens is when the government is acting beyond the boundaries of the United States, foreign policy, immigration, where the idea is developed that the Constitution does not follow the flag when it goes abroad, that the Constitution is really meant to govern the landmass of the United States and that beyond the borders of the United States, that the United States is able to act in ways where it exempts itself from strict constitutional scrutiny. And this becomes a mechanism for expanding American power. With regard to war, it's understood to be a temporary power that's given only after a declaration of war and that is rescinded after a peace treaty or a treaty ending the cessation of hostilities is achieved. The other way in which it is deployed is for the sake of acquiring colonies, for the sake of managing a prison outside the borders of the United States, which are not going to be subjected in a strict sense to the Constitution. Such as Guantanamo Bay. Guantanamo Bay. This becomes an important mechanism that the United States uses to do things that otherwise it's prohibited from doing. And the justification for it is either that it is temporary and that the full reign of the Constitution will be restored. Or the justification is that this is occurring abroad and one can't expect the Constitution to be applied in situations in which the United States is acting abroad because other countries will not be operating under that Constitution. And thus the American government needs a broader sphere of action and autonomy. Then you point out that they even invented the idea of an unincorporated territory, which is not really contemplated by the Constitution as one of these areas where they can kind of do what they want and they're not constrained by the Constitution, which I never actually thought about before. Yes, one of the remarkable features of the Constitution and this actually comes through the Northwest ordinances which technically precede the Constitution is and it's remarkable because no other polity in the world is behaving in this way at this time. And that is any new territory that the U.S. acquires in its continental base, it pledges to put that territory, to incorporate that territory, which means putting it on the road to statehood very quickly, meaning those who settle that territory will very quickly acquire the full rights and responsibilities of existing citizens in existing states in the United States. That's pretty unique in world history, I think. Certainly when the U.S. began doing it, no one else was doing this. The typical mode of expansion was to have an imperial center and in so far as there might be citizens at the center who had full rights, there's no instance of those at the center extending the full extent of those rights to the territories on the periphery which are being included in this land mass. The city states of Italy in the early modern period might have contemplated something of that sort had they expanded their territory immensely, but they did not. So this is a very important and very democratic innovation and allows for a remarkable kind of expansion so that those territories brought into the United States are treated in the same way with the full rights and responsibility that existing states have. This begins to become a problem when the U.S. is taking territory that is inhabited by a lot of people who are not white, think of the Southwest, think of Oklahoma with Indians, think of Arizona and New Mexico, becomes another kind of problem in Utah where the United States does not want to admit Utah as a state until the Mormons pledge to give up polygamy. So the admission of Utah and Oklahoma and Arizona and New Mexico are held up for close to 30 years which have been unheard of in terms of keeping a territory waiting. They are ultimately admitted as states and Utah is forced to give up, to give up polygamy as a practice as part of its constitution, as the price for admission to the United States. But in the course of this long period in which the United States is uncomfortable with these new territories being admitted as incorporated territories, jurists begin to develop a conception of a new kind of territory which will be the unincorporated territory. And this is really the equivalent of a colony where a territory is acquired and not put on the road to statehood. And that becomes the Philippines in 1898, Puerto Rico in 1898. And also it's available for other territory that the United States is contemplating taking as the rest of the world is rushing for its colonies in the late 19th and early 20th century. Not many U.S. is not acquiring many colonies, but it develops a mechanism that gives it the ability to have colonies in the European style. This is what the unincorporated, the mechanism of the unincorporated territory allows. It frees the United States from the obligation to put the Philippines and Puerto Rico and other territory of that sort on the road to statehood. Another strategy you mentioned by which the limited powers of the Constitution are used to do things that possibly are not contemplated by the Constitution is something you call surrogacy, which is something actually we talk a lot about here, not by that name, I like your name, but a lot about here at the Cato Institute in terms of the government using one power to get around what it shouldn't be allowed to do if it were directly allowed to do. Do you have a name for it? What's your name for? Constitutional avoidance, in general we call it. This happened with the Obamacare case, actually, for example. In our perspective, a direct regulation of what was supposed to be a direct regulation of commerce turned into a tax, which is an interesting history in the sense of, as you discussed, the first drug laws were tax laws, the first firearms laws were tax laws, the use of the Van Act and things like this to do something that you can't directly do. Yes. Well, I'm glad we have a chance to talk about this and think about using the term surrogacy. It's a more efficient term. It is, it is. Good. Constitutional avoidance. So maybe insert that into your vocabulary. It's a similar concept. If the government wants to do something that it's not clearly authorized to do, how does it do it? One technique is to find a power that is clearly authorized by the Constitution, which is the power to tax, the power to regulate interstate commerce, the power to set up a post office and to hang on that constitutional peg, something that is not so clearly authorized by the Constitution. So in the late 19th century, citizens are badgering the federal government to do something about what is seen by some as a rash of obscenity. The federal government is this like women's women's ankles obscenity kind of stuff. Well, you know, you could say obscenity is in the mind of the beholder. Yes. There were people who are very upset about prurience, pornography, however it was defined in the late 19th century. And they were calling on the federal government, not just the states to regulate it, the states have the power to regulate this under the police power. The federal government is not. And so the the what the device the government comes up with is to say, well, we will use the post office to attack the obscenity problem by saying that the it is wrong and it does a disservice to the post office to put any obscenity through the mail. And the government has the power to regulate the mail and it's and it argues, and this is upheld constitutionally that it therefore has the power to exclude certain materials from the mail that it seems to be injurious to the good conduct of the mail. And this becomes a mechanism through which the federal government becomes involved in regulating pornography. Now it can only do this through the mail. So in that way, it's a limited power. If I am handing a pornographic magazine to you when I see you on the street, that's not that's not a violation of the law. But this is a powerful example of the government using a power given to it to do something in an area where it is not so clearly authorized to exercise its power. Another indication is the Man Act in the early 20th century where the federal government does not have the power to outlaw a prostitution. But it says that anyone carrying a prostitute across state lines is poisoning interstate commerce. The federal government has the right to regulate interstate commerce. And so this becomes a mechanism for involving the federal government in doing something it's not so clearly authorized to do. And the Commerce Clause becomes the favorite. This is this is what I call surrogacy using a power given to the government to do something else. And the Commerce Clause becomes the most frequently invoked power of the federal government to to expand its activities beyond the sphere of powers expressly given to it in the Constitution. And then the final one you discuss is privatization, which is particularly true in terms of how the government used public private partnerships to again, for example, build a railroad, which there is no power of the federal government to build a railroad, but they can do things to encourage the building of railroads and other things that they that they did. Yes, the the other technique is to turn to the private sector to do things that the government is not so clearly authorized to do. Build a railroads, build a colonial service through volunteer missionaries, ask private volunteers to staff a federal police force, which the American government does in World War One, because its federal police force, the Bureau of Investigation is so small if it wants to Americanize immigrants if it wants to encourage immigrants and others to live a more moral life, but doesn't want to invoke its powers. It tries to involve private groups in these activities and it's dependent on these private groups volunteering to do this work. And sometimes these groups genuinely do volunteer because they want to do something to be in the nation service. But at other times, this volunteering and quotation marks requires incentives for these private groups. So capitalists are not going to build a transcontinental railroad without very large financial incentives. And more and more, the more the federal government turns to the private sector, the more it finds itself giving private actors incentives to do the government bidding. And this opens the government to paying out huge fees to private actors and it opens up the government to the influence of private money on federal activity. You can imagine the kind of deals that begin to be worked out between private actors, private corporations who in the first instance don't have the welfare of the Republican mind, but are more interested in getting very juicy contracts to do the work that it perceives the government needs to be done. And the government also often loses oversight and control over these activities once they farm them out to the private sector. But if you were known, it's actually quantified the amount of activities undertaken by the federal government or authorized by the federal government over the last hundred hundred and fifty years. If one were to do that, the numbers of people involved, the volume of money involved, the number of contracts involved, as you might imagine, would be huge. And this becomes a third way in which the government is finding a technique that allows it to exercise power beyond where it's clearly authorized to go. And we move into World War One, which which is a turning point in world history in a variety of ways. And it really is, you kind of call it, you write that frustrated by the fragmented world of American governance, many in their ranks, these are aspiring progressives, saw war as their deliverance, the demands of war would require authorities to put quaint objections to the growth of federal government power aside and build the kind of central state that could win the war. And that creates pretty new types of industries and a new governing class of people who are who really look at the federal government's powers in a different way. Yes, the if you're a if you're a nation builder in the early 20th century, not just in the United States, but anywhere in the Western world or maybe anywhere in the world, it's you put a lot of emphasis on building your nation.  This is what the great European powers seem to have. These states assisted these European powers to colonize a lot of the world to spread their commerce and industry and power everywhere. And if the United States wanted to play in this game, it was thought to need that kind of state. And even if one opposed imperialism, as many state builders in America did, it was also thought that if you wanted to build a just society, if you wanted to distribute wealth, that capitalist industry was creating fairly between the rich and the poor. You needed a strong state that could, on the one hand, regulate capitalism and its own interests. And on the other hand, you needed a strong government that could redistribute some of the wealth that capital was generating from the rich to the poor. So if you were on the right as an imperialist, if you were on the left as a socialist, both sides agree that in order to play in the sandbox of the big nations, one needed a big central state. And so there are many in America who want this. On the right, Jagger Hoover is someone who wants it. He wants a large national security state. He gets a chance to build it in World War One. On the left, you have the reformers, Woodrow Wilson, McCroley, you and Roosevelt is not in power, but this is his vision as well. They want to build a large regulatory state to get what they saw as unruly capitalism under control and to redistribute some of the some of the wealth that capitalists have been accumulating. And they see World War One as their deliverance. And here's a chance to get rid of the fuzzy duddiness of American government. This artificial concern with constraints on central government power too much worry about respecting the rights of the states. Just be done with that and build a large central state. And it does appear that the U.S. gets that big centralized state in World War One. But ultimately, I think it's a mirage. It's more like the white city built for the 1893 World's Fair. It looks beautiful. It looks imposing. It seems to have all this power, but it really is a facade. And one measure of the facade nature of it is that every big agency just about that gets built and World War One gets taken down within five or six years after the war has ended. This includes the big military. This includes the war industry's board. This includes what what Hoover had begun to build as a big FBI. He desperately wants an internal security law that is going to allow him to build the FBI into the institution that would finally become. He doesn't get it. So the dreamers on both the left and the right actually do not get what they want in World War One because the United States is remaining true to its heritage of after the war emergency is over, returning the central government to its limited character, allowing the states to continue with substantial powers. And so the moment when deliverance is achieved is not so much World War One, even though there were big efforts to do it then, but it's World War Two and then the Cold War. It's the era of near permanent war that America enters. And that is the occasion when I say American Leviathan is built. That is when the United States acquires the central government of the size and reach that was characteristic of European societies of the 20th century. It's the near total war as you describe it of that post-war period and then the Cold War period that creates an agreement, as you write, the imperative of fighting communism everything and forever, everywhere and forever, impelled Republicans not only to acquiesce to the New Deal, but to sign on to an open-ended program of federal government growth and resource enhancement. That's when they kind of get a bipartisan, so to speak, agreement on American Leviathan. But in between World War One and the post-war period is the New Deal, of course, which is pretty substantial in re-envisioning what it means to be a liberal, at least to some degree. And one of the things I like in the book is how you give due weight even going back to before World War One to the influence of farmers on creating some of these novel and expansive federal programs. Yes, the New Deal is very important. And the way to understand it is that this is when the meaning of liberty gets transformed from what increasingly is called negative liberty. These are the terms of Isaiah Berlin, a political philosopher, negative liberty, meaning liberty in the 18th century since, freedom from government. And instead, there is an idea developed about positive liberty, freedom for, that in order for people to be truly free, they need a level of economic security, they need a pension, they need education, which only the state can provide. And so this is when liberalism becomes associated with progressivism. This is when the term in a sense is stolen from the classical liberals and becomes the slogan for progressivism reform, a kind of a light form of social democracy in the United States. And I'm glad you appreciated my chapter on agriculture because it usually does get ignored. It's kind of like the states, they're meant to disappear and like the states, agriculture is meant to disappear because we all know modern societies are made up of industry and cities. But in the United States, the states never disappear and the agriculture doesn't really either. They're still gadflies. I mean, really, but they used to be very influential, even more so. Very influential and the agricultural sector and the farmers used to be central to American politics. And I became interested in why it is that agriculture rather than labor or industry becomes really the vanguard of New Deal reform. One associates the New Deal often with cities, with urban progressivism, with the rise of labor, the rise of labor unions. And yet the most pioneering work being done in the 30s is being done in the agricultural front. And I recreate the story of why agriculture becomes such a dynamic center of reform, not just in the New Deal, but really beginning in the 1890s. And it begins with the populists of the 1890s who are seen as a dire threat to two-party government as it then existed, that angry farmers could upset the whole political system of the United States. Populism is defeated, but the farmers grievances are taken very seriously. And this, one of the responses is that the federal government allows its Department of Agriculture to grow. And it finds a way to grow that accommodates the American federal system rather than challenging it. And this becomes one of the secrets to the growth and dynamism of agriculture rather than Washington simply imposing its reforms on all of American agriculture, which in the early 20th century is vast. It decides to distribute its resources to the states. It allows a lot of its programs to be run out of extension schools that are part of state universities, devolves a lot of power and resources onto state governments and these agricultural extension units. And it draws the states and through the states, local groups of farmers organized in farm bureaus into the elaboration of farm policy. And this allows the federal government on the one hand to have a presence in every agricultural county in the United States by 1920. It's the most comprehensive system that the federal government has elaborated in any of its departments. And it also gives local people a real say in determining what agricultural reform is gonna look like at the local level. So when the crisis of the New Deal comes, the government has this extraordinary system in place with which to deliver services and new programs. But at the same time, it must respect the wishes of local farmers. And at this time, the local farmers have federated themselves into powerful interest groups that privileged the better off farmers against the poorer farmers. And by the 1930s and 40s with all this government money flowing in, these better off farmers are more interested in using government or just to increase their ability to be secure rather than to save the entire agricultural sector. So the agricultural sector goes from being the most dynamic area of government growth to demonstrating the dangers of government growth because by the early 40s, observers of the situation and agriculture are no longer hailing the dynamism and innovation of the Department of Agriculture. What they're doing instead is referring to this as the first iron triangle of an interest group associated with agency of the government having several senators and congressmen in their back pocket. That refers to the iron triangle so that all deliberations are done with a lack of transparency and with the form but not the substance of democratic deliberation. So it's seen as ultimately a failed experiment and government reform. That makes the story of agriculture quite interesting. And I think it's relevant to lessons now. There's an ossification that we now have with agricultural programs. I was working on a case recently dealing with the Raised Administrative Committee which is a product of the 1937 Agricultural Marketing Agreement Act. And it's something that probably shouldn't exist but was created around the time of the new deal.  We call them populists as you do in the 1890s demanding a certain type of protection from the standard competitive nature of capitalism which is a theme in American history and world history too, demanding protection by the government for what you happen to do. And that might explain different populist movements at different times but I think to bring it into modern times too it could explain some of the things that are happening now and the desire for people to protect themselves from various types of competition and to have the federal government be their agent in that regard. Yes, well, the government has been a very important agent of regulation and redistribution and there have been times of new deal being one of them when majorities of the American people wanted the government to use its powers in this way to protect individuals and groups from the vicissitudes of capitalism. And one of the things that agricultural reform does achieve is that it eliminates the boom and bust character of rural areas that does bring a level of security. It does ensure the continuation of a strong food supply. These can be counted as achievements and many of them emerged from the desire of people who were at the mercy of market forces to have better protection. And yet the example of agriculture also demonstrates the dangers of such protection if a government agency becomes too insulated, if it is able to separate itself from transparency, from periodic review, if it becomes an agency in bureaucracy that would go with its own steam, this becomes a danger. You're right today there are, we have been living through a period in which a lot of the regulation put in place during the new deal has been removed in which the virtues of global free trade have been celebrated, in which market forces have been powerfully unleashed and have generated all kinds of new wealth. And as happened in the late 19th century as this wealth has been created, so has a very unequal distribution of this wealth. The promise of wealth creation is that there will be enough of it to trickle down and that if you create enough of it, enough of it will be available to all those or most of those who need some of it and are willing to work for it. But what we're seeing now is the return to some of the protests of the late 19th and early 20th century where a lot of ordinary Americans are feeling that they're not getting their fair share and that in order for them to get their fair share, the reverence for free trade has to be interrogated, that some kind of agency has to sit astray the pathways of free trade in the world, that someone has to be at least asking questions of proper distribution and if a better distribution can't be achieved, then there has to be some thought given to putting limits on free trade and restoring more of a nationalist and protectionist economy. And of course, this is what Trump has been arguing from the right and Bernie Sanders from the left and they have been the two most dynamic players, one could argue in the political contest of 2016. And in that way, they resemble very much the protests, and also the fact that these protests come from the left and the right that first emerged a century ago during an equivalent period of great opening of the world economy to trade, industry, and dynamism. And so in this post-war period, kind of, I think speak, we have this post-war period, which I think talk a little bit about the final vindication or the sort of vindication is the right word. The final victory of American Leviathan over states, particularly in terms of the Bill of Rights and the Civil Rights Act, but you also, that leads into what you call the conservative revolt, which I think, and you actually mentioned Kato at one point in your book, but we're libertarian, not conservative, but I appreciate the mention that we're part of this sort of backlash to a improvisational growth in federal government for 200 years, but especially for about 70, at least before that time. Yes, the, I consider to be, I consider the conservative revolt against big government to be the most important political movement of my adult life. And I've been around a fair amount of time now, so that's a long period. I think Reagan is second only to Roosevelt in terms of significance as 20th century presidents and his most important battle cry was to end the era of big governments and to restore the power of private enterprise, to remove the regulatory state and to free up the dynamic entrepreneurial energies of the American people and thus to give them the freedom and promise to them in the 18th century. This is a very powerful message and it has congealed into a very powerful movement of which the Cato Institute is part. And so I do bring the story up to the present, which I think one needs to do. And I think the most significant part, my most significant contribution there is to understand why this has been such a powerful movement given the many good things that I consider the central government to have done. And I realize that we may not agree on the good things that the central government has done. But some of them might have been good, but they might have been done through other mechanisms too. Yes, yes. And I think my understanding of the power of the conservative movement is precisely through the improvisational way that the federal government has grown. Precisely because it has not had a police power in the 18th century sense, a power to act for the good and welfare of the Commonwealth. And it's had an improvise that it has set a use exemption, privatization, surrogacy that we talked about earlier to make itself larger and to expand into areas where constitutionally it was not so clearly allowed to go. And it proved very effective in doing so, especially once a Supreme Court full of Roosevelt liberal appointees took shape in the 1930s and 40s. And this became the war court of the 1960s, especially once that happened. This court was willing to legitimate the devices of improvisation which state builders had been using. And this secured the federal government's growth throughout the post-war period as did national security, which becomes the fourth improvisational technique. The Republican signed onto this Eisenhower acquiesces to the New Deal. He agrees to support Social Security, the National Labor Relations Act. He agrees to support the vast and progressive taxation system that the New Dealers put in place. He and other Republicans are doing this for reasons of national security. So the federal government grows, it becomes very powerful, it is active in all sorts of areas, but its power grows without what I would call commensurate authority. Or to put it another way to rephrase that, its authority is not commensurate with its power. It is always struggling for its legitimacy. And it's strange to look at a federal government today which is so large and does so many things and is never really gonna be taken down in any fundamental way. It's odd to think that this government has had to struggle so hard for its legitimacy, for its right to exist, so hard to demonstrate its authority. Still every new major piece of legislation that has passed is litigated for years in the courts, the most recent example of that being the Affordable Care Act and the drama around that which has unfolded around three or four years. And so my effort is to understand why a state that is so large, that in my view is actually so permanent, why it is so constantly in battle. And my understanding of this has to do with the American constitution, the constitution that gave the central government only limited powers. The central government has asked to do things that go beyond those limited powers so it finds ways to grow and increase its power but in ways that call its legitimacy into question. And what the conservative movement has done over the last 40 years is to power that legitimacy challenge. And that is what has made the conservative movement so powerful and I would say the dominant ideological movement of our time. If it has bedevil liberals, I think it also has bedevil conservatives too because I would say the conservative movement has never had political power commensurate with its ideological power. And this has frustrated the conservative movement and I talked about this in the final pages of the book and in looking for scapegoats for why conservatives have not been successful in implementing their policies given the dominance of their ideology. This has impelled, I think, conservatives to move further to the right, to demand a politics of purity, to blame compromises within conservative ranks, to blame sometimes democratic interlopers and it has led to a radicalization of conservative politics, which we're seeing today, which I think is not in the best interest of conservatism nor in the best interest of the country. I understand that as another version of the liberal dilemma. The liberal dilemma is power without authority. The conservative dilemma is ideological authority without political power. And I think this has burdened the conservative movement and frustrated it and led to a kind of a paralytic situation and of politics today that I consider not to be healthy for the nation as a whole. Well, it's an interesting take. We have to deal with, I mean, conservatives, the best argument they have is that, which you seem to endorse is that the constitution has been stretched in a pretty profound sense and you kind of imply that at the end is saying that, I mean, I think that's a resonating point. Of course, we make that here at Cato. We view this differently a little bit than conservatives arguing for things like gay marriage in the Constitution and things like, and also against the drug war and all those other things. But on its face, it has been an improvisational growth. And so you actually say on the last page basically that the constitutional amendment process has been sapped and maybe liberals in the modern sense of the word progressives should be pursuing amendments along those lines to acquire the justified authority that comes with the power of the federal government, almost to retcon the federal government to say, everything that maybe it exists now, we're gonna make it, we're gonna give it good constitutional authorization as opposed to the thin read of the Commerce Clause, for example. Yes, I think one side of the achievement of conservatives and I would consider libertarians in Cato part of this achievement is making the constitutional notion of the federal government as limited in its powers a powerful force in American political life. I think that was not so in the years of the 1960s or 50s and what the conservative movement and the libertarian movement has done the last 30 years is to give that argument pride of place. It's something that everyone has to reckon with. And so that I as a liberal and reckoning with it is a sign of its power. And another sign of its power is that I do think that awareness, knowledge, ability to discuss the constitution is much stronger among conservatives and libertarians than it is among liberals and leftists. And that liberals and leftists have become too comfortable using these improvisational techniques and thinking there's no peril in using them. And I think that was a big shock to liberals and leftists when the Roberts Court denied the Commerce Clause as the basis for justifying the Affordable Care Act. In its ruling and my call on that final page is in a sense to say, take the conservative constitutional arguments seriously. I'm saying this, not the conservatives obviously but to liberals and leftists and understand that if liberals and leftists wanna defeat the arguments of conservatives and libertarians about the nature of the constitution they have to venture forth onto the constitutional terrain with much greater vigor and much greater force than they've been willing to do the last 20 years. In other words, liberals and leftists have to stop seeding the ground to conservatives and libertarians. And that means opening a discussion which has been largely dead which in other parts of American history and in other parts of areas of reform has not been dead. And that's the notion of a living constitution, a constitution that has to be amended, changed if it's going to continue to be relevant in a 21st century, which is a very long way away from the world in which this constitution was created. If this constitution, if liberals and leftists are gonna get what they want from this constitution they have to enter that terrain and they have to begin making arguments about the constitution that can stand up effectively to the arguments that conservatives and libertarians have made. And that means raising questions about amending the constitution. So as to give the federal government not just the power which it has but the authority which it has lacked. That is not the solution that those of you at the Cato Institute would favor. That is the kind of debate we ought to be having with each other. And my criticism of liberals and leftists is that they have abandoned the field. They have abandoned the constitution to the right. And I think that has seeded ideological power to conservatives and libertarians. And if liberals and leftists wanna change the debate in a fundamental way, they have to return to the constitutional fray. They have to engage in these debates and they have to talk about the constitution because like it or not, the constitution very much defines who we are as a nation and what kind of government we can have. Thanks for listening. If you enjoy Free Thoughts, please take a moment to rate us on iTunes. Free Thoughts is produced by Mark McDaniel and Evan Banks. To learn more about libertarianism, visit us on the web at www.libertarianism.org.


Number one, better mental health. Now children with dogs generally have less stress and anxiety than those without. Studies has also shown that owning a dog decreases the feelings of loneliness and increases confidence and self-esteem. Number two, better physical health. Children with dogs have the initiative to play outside with them and take them for walks. All of this exercise leads to improved physical health and children with dogs perform even better on cardiovascular tests. Number three, lower risk of diseases. Recently in 2006, scientists from all over the world started making groundbreaking discoveries about how early exposure to animals benefits a child's immune system. In India, scientists found that the exposure to dogs before the age of six decreased the likelihood of developing asthma. Similarly, in Denmark, researchers found that the early exposure to pet dogs lessened the risk of eczema. Number four, ethical eating habits. Dogs who own dogs and other pets as kids are more likely to eat ethical food courses such as choosing free-range eggs or humanly slaughtered meat. They're even more likely to be vegetarian. Number five, more respect for animals. You're more likely to be more concerned about the welfare of and not just pets but for all animals. Several pet owners tend to support protecting endangered animals and ending animal exploitation. Number six, more empathy for humans. So far there's been a lot of research supporting the connection between owning dogs and increased empathy. Right now, studies are being conducted to see whether owning other types of animals produces the same empathetic response. But so far, scientists haven't found any other domestic pets that measure up as compared to owning a dog. Number seven, happier home life. The more attached a child feels to their pet, the better their family climate tends to be. Children who feel closer to their dogs especially tend to be more securely attached to their parents. And number eight, better social skills. Children with dogs tend to be more pro-social in general and have less conflicts with their friends. When there is conflict, however, dog owners are better able to cope with social rejection. Children with dogs also tend to score higher on the EQ social skills factor, which is a test that measures emotional intelligence. Having a dog has been linked to greater overall conscientiousness. And there you go, the eight scientific benefits of childhood dog ownership. Do you feel like you have one of these benefits from owning a dog as a child? Let us know in the comments below. And that is my time. Thank you so much for watching this video. The link to the Psych2Go article will be in the description box below.


Does hardware still matter? The attractiveness of software defined models and services that are running in the cloud really make you wonder, don't they? But the reality is that software has to run on something. And that's something is hardware. And history in the IT business shows that the hardware that you purchase today is going to be up against the price performance of new systems in short order. And these new systems will be far superior from a price performance standpoint within a couple of years. So when it's time to purchase a new system, look at whether it's a laptop, a mainframe, or a server, configuring a leading edge product is going to give you the longest useful life of that new system. Now when I say a system, what makes up a system? Well, there's a lot of underlying technology components. Of course you have the processor, you got memories, you got storage devices, there's networking like network interface cards, there's interconnects, and the bus architecture like PCIe, Gen 4, or whatever, these components are constantly in a leapfrog mode like clock speeds and more cores and faster memories and SSDs versus spinning disks and faster network cards, the whole gamut. So you see a constant advancement of the system components. It's a perpetual and sometimes chaotic improvement of the piece parts. Now I say chaotic because balancing these different components such that you're not wasting resources and that you're ensuring consistent application performance is a critical aspect of architecting systems. So it becomes a game of like whack-a-mole, meaning you gotta find the bottlenecks and you gotta stamp them out. It's a constant chase for locating the constraints, designing systems that address these constraints without breaking the bank and optimizing all these components in a harmonious way. Hello everyone, this is Dave Vellante of theCUBE. And while these issues may not capture all the headlines, except for maybe Tom's hardware blog, they're part of an important topic that we want to explore more deeply. And to do so, we're going to go inside some new benchmarking tests with our good friend, Kim Lainar, who's principal performance architect at Broadcom. Kim, always great to see you. Thanks so much for coming back on theCUBE. Hi there Dave, good to see you too. Thanks for having me on. You bet. Hey, so last time we met, we talked about the importance of designing these balance systems. I talked about that in my open and how solid state threw everything out of whack because the system was designed around spinning disk and we talked about NVMe. And we're here today with some new data and independent performance lab prowess consulting conducted some initial tests. I've seen their white papers on this stuff. It compared the current generation of Dell servers with previous models to quantify the performance impact of these new technologies. And so before we get into that, Kim, tell us a little bit about your background and your performance chops. Sure, sure. So I started my career about 22 years ago back when the Ultra 160 SCSI was out and this could only do about 20 megabytes a second. But I felt my experience really studying that relationship between the file systems and the application, the OS and storage layers as well as the hardware interaction. I was absolutely just amazed with how touching one really affects the other. And you have to understand that in order to be a good performance architect. So I've authored dozens of performance white papers and I've worked with thousands of customers over the years designing and optimizing and debugging storage and trying to build mathematical models like project that next generation product to where we really need to land. But honestly, I've just been blessed to work with really brilliant in some of the most talented minds in the industry. Yeah, well, that's why I love having you on. You can go really deep. And so like I said, we've got these, these new white papers, new test results on these Dell servers. What's the role people might be wondering what's the role Broadcom plays inside these systems? Well, we've been working alongside Dell for, for decades trying to design some of the industry's best storage. And it's been a team effort. In fact, I've been working with some of these people for, for, you know, multiple decades. I know their, their birthdays and their travel plans and where they vacation. So it's been a really great relationship between Broadcom and Dell over the years. We've been with them through the SATA to the SAS to the SSD kind of revolution. Now we're working from all the way back at that series five to their latest series 11 products that support MVME. So it's been, it's been really great, but it's not just about, you know, gluing together the latest host or the latest disk interface. You know, we work with them to try and understand and characterize their customers and our customers applications in the way that they're deployed. Security features, management, optimizing the IO path and making sure that when a failure happens we can get those RAID volumes back optimal. So it's been a really, really great, you know role between, between Broadcom and Dell. Got it. Okay. Let's get into the tested framework. Let's keep it at a high level and then we're going to get into some of the data, but what did prowess test? What was the workload? What can you tell us about, you know, what they were trying to measure? Well, the first thing is you have to kind of have an objective. So what we had done was we have them benchmark on one of the previous Dell PowerEdge, our 740 XD servers. And then we had them compare that to the R750 and not just one R750. There was two different configurations of the R750. So we get to see kind of, you know what Gen3 to Gen4 looks like and upgrading the processors. So we kind of got from like a gold system to maybe a platinum system. We've added more controllers, we added more drives. And then we said, you know, let's go ahead and let's do some SQL transactional benchmarking on it. And I'd like to go into why we chose that, but, you know, Microsoft SQL servers, one of the most popular database management platforms in the world. And, you know, there are two kinds. One is that OLTP, which processes records and business transactions. And then there's kind of an OLTP, which does analytical, analytical processing and does a lot of complex queries. And, you know, together, these two things they drive the business operations and help kind of improve productivity. It's a real critical part for the decision makers and, you know, for all of our companies. So before we get in and share the actual test results what specifically did prowess measure? What were some of the metrics that we're going to see here? Well, we focused on the transactional workloads. So we did something called a TPCC like, and let me be really clear, we did not execute a TPCC benchmark, but it was a TPCC like benchmark. And a TPCC is one of the most mature, standardized industry database benchmarks in the world. And what it does is it simulates a sales model of a wholesale supplier. So we can all kind of agree that, you know, handling payments and orders and status and deliveries and things like that, those are really critical parts to running a business. And ultimately what this results in is something called a new order. So somebody might go on, they'll log on, they'll say, hey, is this available? Let me pay you. And then once that transaction's done it's called a new order. So they come up with something called a TPMC, which is the new order transactions per minute. Now the neat thing is, it's not just a one size fits all kind of benchmarks. So you get to scale that. In the way you scale the database, you scale the size and the capacity of the database by adding more warehouses. In our case, we actually decided to choose 1,400 warehouses, which is a pretty standardized size. And then you can also test the concurrency. So you can start from one thread which kind of simulates a user all the way up to however many threads you want. We decided to set on 100 threads. Now this is very different from the generic benchmarking. We're actually doing real work. We're not just doing random reads and random writes, which those are great, they're critical, they tell us how well we're performing, but this is more like a paced workload. It really executes SQL IO transactions. And those in order operations are very different. You do a read and then a write and then another read and those have to be executed in order. It's very different from just setting up a QDepth than a worker's. And it also provides very realistic and objective measurements that exercises not just the storage, but the entire server. All right, let's get into some of the results. So the first graphic we're going to show you is that what you were just talking about new orders per minute. How should we interpret this graphic, Kim? Well, I mean, it looks like we won the Wacomal game, didn't we? So we started out with the baseline here, the R740XD and we measured the new order transactions per minute on that. We then set up the R750 and the very first R750, all the details are laid out in the paper that you just referenced there. But we started out with a single RAID controller with eight drives and we measured that and we got a 7X increase. And then in the second test, we actually added another RAID controller and another eight drives. And then we kind of upgraded the processor a little bit and we were able to even double that over the initial one. So how do we get there? That's really the more important thing. And the critical part of this understanding and characterizing the workload. So we have to know what kind of components to balance. Where are your bottlenecks at? So typically an OLTP online transaction processing is a mix of transactions that are generally two reads to every one. And they're very random. And the way this benchmark works is that randomly accesses different warehouses. It executes these queries and when it executes a read query it pulls that data into memory. Well, once the data is into memory, any kind of transactions are acted on it in memory. So the actual database engine does in memory transactions. Then you have something called the transaction log that has to record all those modifications down to non-volatile media. And that's based on something, just to make sure that you have all the data in case somebody pulls the plug or something catastrophic happens. You wanna make sure that those are recorded. And then every once in a while all those in-memory changes are written down to the disk in something called a checkpoint. And then we can go ahead and clear that transaction log. So there's a bunch of sequence of different kinds of IO that happened during the course of an OLTP kind of transaction. So your bottlenecks are found in the processor and the memory and the amount of memory, the latency of your disks. I mean, it really, the whole gamut, everything could be a bottleneck within there. So the trick is to figure out where your bottlenecks are and trying to release those so you can get the best performance that you possibly can. Yeah, the sequence of events that has to take place to do a write, we often just, we take it for granted. Okay, the next set of data we're going to look at is like you said, you're doing read, you're doing write. We're going to bring up now the data around log writes and log reads. So explain what we're looking at here. So as I mentioned earlier, even though the transactions happen in memory, those recorded transactions get committed down to the disk. But eventually they get committed down to disk. What we do first is we do something called a log write. It's a transaction log write and that way it allows the transaction to go ahead and process. So the trick here is to have the lowest latency, fast disk for that log. And it's very critical for your consistency and also for rollbacks and something called asset transactions and operations. The log reads are really important also for the recovery efforts. So we try to manage our log performance. We want low latency, we want very high IOPS for both reads and for writes, but it's not just the logs. There's also the database disks. And what we see is initially during these benchmarks, there's a bunch of reads that are going into the database data. And then ultimately after some period of time, we see something called a checkpoint and we'll see this big flurry of writes come down. So you have to be able to handle all those flurry of writes as they come down and they're committed down to the disk. So some of our important design considerations here is can our processor handle this workload? Do we have enough memory? And then finally, we have three storage considerations. We have a database disk, we have log disk and then of course there's attempt DB as well. So because we have the industry leaving RAID 5 performance, we were able to use a RAID 5 for the database. And that's something that just years ago was like, whoa, don't ever use RAID 5 on your database. That is no longer true. Our RAID 5 is fast enough and has low enough latency to handle database. And it also helps save money. And then for the RAID 10, we use that for a log. That's pretty standardized. So the faster your processor, the more cores, you know, when you double the disk and we get more performance. So, you know, we just figured out where the bottlenecks were. We cleared them out and we were able to double that. That's interesting. Going back in history a little bit, when RAID 5 was all the rage, EMC at the time, and of course Dell, when they announced symmetric, they announced it with RAID 1, which was mirroring. And they did that because they were heavily into mainframe and transaction processing. And while there was, you know, additional overhead of you need two disk drives to do that, the performance really outweighed that. And so now we're seeing with the advent of new technologies that you're solving that problem. I guess the other thing, of course, is rebuild times. And we've kind of rethought that. So the next set of data that we're going to look at is how long it takes to rebuild around the RAID time. So we'll bring that up now and you can kind of give us the insights here. Yeah, so you can see that we've been able to reduce the rebuild times. And, you know, how do we do that? Well, I can tell you, me and my fellow architects, we have been spending the last, probably the last two years, focusing on trying to improve the rebuild. So we, you know, it's not just rebuilding faster. It's also how to eloquently handle all the host operations. You can't just tell them, sorry, I'm busy doing rebuilds. You've got to be able to handle that because business continuity is a very critical component of that. So we do that through mirroring and preparatory data layouts. And so the rebuild times, if you can, if you can do a really good balance of making sure that you are supplying a sufficient host IO that we actually very quickly in the background as soon as we have a moment, we start implementing those rebuilds, you know, during those, those law periods. And so making sure that we do aggressive rebuilds while allowing those business operations to continue have always been a real critical part, but we've been working on that a lot over the last couple of generations. That said, we always tell our customers always have a backup. That's a critical part to business continuity plans. Great, I wonder if we can come back to the components inside the system. How does what Broadcom is supplying to Dell in these servers contribute to these performance results specifically, Kim? Okay, so specifically, we provide the per storage controller. And so the Dell R740 XD actually has their series 10 H740 P controller, whereas the H, the R750 has the generation 11 per 11 H755N. So we own those, you know, in terms of trying to make sure that they are integrated properly into the system provided the highest possible performance. But not just the storage controller, I want to make sure that everybody knows that we also have our Broadcom Net Extreme E-Series. These are Gen4 PCIe, a 25 gig duported ethernet controller. So in a critical true deployment, it is a really important part of the e-commerce business solution. So we do own the storage for these as well as the networking. Excellent, okay, so we kind of, we went deep inside into the system, but let's up level it. Why does this matter to an organization? What's the business impact of all this tech coming to fruition?  It doesn't matter if you're a Fortune 500 company or you're just a small to medium business, you know, that critical data needs protected and needs protected without the complexity or the overhead or the cost of such hyperconverged infrastructures or sand deployments. So we're able to do this on bare metal and it really helps with the TCO. So, you know, and the other thing is MVME right now is the fastest growing storage. MVME is so fast as well from a performance perspective as well. So that Dell R750 with the two Perk 11 controllers in it, it had over 51 terabytes of storage in a single server. You know, and that's pretty impressive but there's so many different performance advantages that the R750 provides for SQL servers as well. So they've got, you know, the Gen3 Intel Xeon scalable processors. We've got DDR4 3200 memory. You know, the faster memory is very critical for those in memory transactions as well. We have Gen4 PCIe. It really does justify an upgrade. And I could tell you, Dave, that a little over a year ago I had, you know, I had one of these Dell R750 servers sitting in my own house and I was testing it and I was just amazed at the performance. I was doing different TPCC and TPCH and TPCE tests on it. And I was telling Dell, wow, this is really, this is amazing. This server is doing so, so well. So I was so excited, could not wait to see it in print. So thank you to the prowess team for actually showing the world what these servers can do combined with the Broadcom storage. Now, speaking of the prowess team, when you read the white papers, it really is focused on the small and medium-sized business market. So people might be wondering, well, wait a minute. Well, why wouldn't folks just spin up this compute in the cloud? Why am I buying servers? Well, that's a really good question. You know, the studies have shown that the majority of workloads are still on-prem.  There's a lack of developers for cloud, you know, cloud architects. So keeping these in-prem where you actually own it, it really does help keep costs down. And just the management of these R750s are fantastic and the support that Dell provides as well. Great. Kim, I love having you on and would like to have you back. We're going to leave it there for now, but thanks so much. I really appreciate your time. Thanks, Dave. So look, this is really helpful in understanding that at the end of the day, you still need microprocessors and memories and storage devices, controllers and interconnects. You know, we just saw Pat Gelsinger at the State of the Union Address nudging the federal government to support semiconductor manufacturing. And, you know, Intel's going to potentially match TSM's $100 billion CapEx commitment. And that's going to be a tailwind for the surrounding components, you know, including semiconductor, you know, component core infrastructure designers like Broadcom. Now, this is a topic that we care about. And like I said, Kim, we're going to have you back. And we plan to continue our coverage under the hood in the future. So thank you for watching this Cube Conversation. This is Dave Vellante and we'll see you next time.