from the world's big
How game theory solves tough negotiations
Want to tax corporations without scaring them off, outsmart a calculating kid, or get rid of the world's nuclear warheads? Think like a game theorist.
Kevin Zollman is an associate professor in the Department of Philosophy at Carnegie Mellon University. He is also an associate fellow at the Center for Philosophy of Science at the University of Pittsburgh, visiting professor at the Munich Center for Mathematical Philosophy (part of Ludwig-Maximilians Universität), and an associate editor of the journal Philosophy of Science. His research focuses on game theory, agent based modeling, and the philosophy of science. Zollman is the co-author of The Game Theorist's Guide to Parenting: How the Science of Strategic Thinking Can Help You Deal with the Toughest Negotiators You Know--Your Kids, with Paul Raeburn.
Kevin Zollman: So game theory is the science of strategic thinking. The idea here is that any time that you’re interacting with another person who has their own interests and is trying to achieve their own ends, they are trying to do the best they can given what they want, you’re trying to do the best you can given what you want, and so you’re interacting in a strategic situation. One of you is trying to achieve what you want, the other is trying to achieve what they want.
Game theory is a mathematical theory that attempts to make sense of how it is that people interact in these strategic situations. It was originally developed in economics in order to try to understand economic behavior like why people buy certain things or why they’re willing to work for certain wages, but later on it was expanded and applied to a variety of different situations including biology, international relations, and even interpersonal relations like friendships and parenting and family relations.
So one of the big problems that parents constantly confront when they’re raising two kids is that the kids will sometimes compete with one another in order to get out of doing family chores, leaving them to the siblings. But the problem is, of course, the other kid, the sibling or friend, is going to figure that out too and so will try and shirk as well. In the end the parents are left for a messy room, the kids are upset with one another, and nobody is happy.
One of the things that game theory has tried to deal with are these types of situations—they’re sometimes called social dilemmas or prisoner’s dilemmas. These are situations where each individual has a private incentive to do something, but when both of them follow their private incentives the group or the two siblings are worse off than if they had ignored their private incentives and just worked together.
One of the seminal discoveries in this area is that by teaching kids or countries, or anyone for that matter, that you can break up that interaction into a bunch of little, small interactions where you can cooperate with the other one—but just on condition that the other one cooperated with you before. You can change a bad social dilemma into a positive interaction.
This was put to its biggest use during the Cold War. Reagan and Gorbachev negotiated the START treaty with one another, and one of the big problems that they had is: how can you be sure that while you’re eliminating nuclear weapons your adversary is also eliminating nuclear weapons?
So rather than saying, “We’re just going to get rid of some large percentage of our nuclear weapons and hope that the USSR would do so as well,” they broke up the interaction into a bunch of little, tiny ones.
So the USSR would eliminate just a few nuclear weapons, then the U.S. would eliminate just a few nuclear weapons. They would check, and then they would go onto the next stage, and then each would eliminate a few more, and they would go onto the next stage.
This process of taking a big interaction and breaking it down into little, small parts is one that we can use all over our lives, including in parenting. So rather than Mom or Dad coming into the room and saying to the kids, “Clean up the room,” and then leaving, Mom and Dad can come up and say, “Here’s the deal: each of you take turns putting away one toy, and you make a deal with one another: ‘If you put away your toy I’ll put away mine.’”
And by taking the big interaction, cleaning up the room, and breaking it into a series of small interactions you make it feasible for the kids to cooperate with one another in a way that wasn’t really possible before when you just left them with one big chore where they had to decide whether they wanted to do it or not.
One popular proposal that’s often occurred in tax debates is that we ought to lower our corporate tax rate in order to encourage companies that have located their assets offshore to bring them back into the United States. The idea here is that if we lower our corporate tax rate to be competitive with other countries then corporations don’t have a reason to move their money offshore.
The danger here is that if we lower our corporate tax rate then another country might lower their corporate tax rate, and as a result we end up in a race to the bottom, each country lowering their rate to compete with the other one until eventually we end up with a corporate tax rate of zero or near zero, or at least so low that we barely make any money.
If only we could get together with all the other countries and agree to fix our corporate tax rate at a kind of uniform number and not to compete with one another, all countries would be better off. No company would have an incentive to move their assets off shore, but countries wouldn’t lose out on the income from the higher corporate tax rate.
The difficulty here, of course, is that international cooperation is a hard thing to do. The Nobel Prize-winning economist Elinor Ostrom did a history of social dilemmas and prisoner’s dilemmas, and found that there are lots of different strategies that people have used over time in order to prevent races to the bottom and competitions of this form.
The traditional economic story about social dilemmas and prisoner’s dilemmas has been, there are kind of two solutions. One solution is the completely libertarian solution where you just privatize everything and you make everyone own everything. The other is to have a single government that controls everything. The problem in international relations is neither of these are really feasible. There’s no way that we can privatize individual corporations and give their ownership to individual countries, but nor can we have a world government that specifies what the corporate tax rate in every single country would be.
What Elinor Ostrom found in her historic study of these types of social dilemmas was that over history, people have found very sophisticated strategies that involve complicated checks and balances, agreements and structures that allow them to solve these problems without going to either extreme.
We suggest that there might be ways of modifying these individual small institutional arrangements in order to try to develop a series of international agreements where individual countries could have mechanisms to punish those countries who lower their corporate tax rate so we don’t have to just trust that other countries are going to follow through on their promises.
I want something from you. You want something from me. How will we act out those agendas in a strategic situation? Unravelling and understanding this scenario is how game theorists make a living. Economist Roger Myerson, who co-won the Nobel Prize for his foundational work on game theory, defines it as "the study of mathematical models of conflict and cooperation between intelligent rational decision-makers," and while the theory was born in the field of economics, it by no means stayed there. Today, game theory can be applied to everything from biology and international relations, to interpersonal relations like friendship and parenting. Here, philosopher and game theorist Kevin Zollman applies the science of strategic thinking to three questions: how can a parent get a kid to clean their room, how can we reduce the number of nuclear warheads in the world, and most pertinently in America at this moment: how would a game theorist respond to the Trump administration's corporate tax cuts? Kevin Zollman and Paul Raeburn are the authors of
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A new study looks at what would happen to human language on a long journey to other star systems.
- A new study proposes that language could change dramatically on long space voyages.
- Spacefaring people might lose the ability to understand the people of Earth.
- This scenario is of particular concern for potential "generation ships".
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Construction of the $500 billion dollar tech city-state of the future is moving ahead.
- The futuristic megacity Neom is being built in Saudi Arabia.
- The city will be fully automated, leading in health, education and quality of life.
- It will feature an artificial moon, cloud seeding, robotic gladiators and flying taxis.
The Red Sea area where Neom will be built:
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Frequent shopping for single items adds to our carbon footprint.
- A new study shows e-commerce sites like Amazon leave larger greenhouse gas footprints than retail stores.
- Ordering online from retail stores has an even smaller footprint than going to the store yourself.
- Greening efforts by major e-commerce sites won't curb wasteful consumer habits. Consolidating online orders can make a difference.
A pile of recycled cardboard sits on the ground at Recology's Recycle Central on January 4, 2018 in San Francisco, California.
Photo by Justin Sullivan/Getty Images<p>A large part of the reason is speed. In a competitive market, pure players use the equation, <em>speed + convenience</em>, to drive adoption. This is especially relevant to the "last mile" GHG footprint: the distance between the distribution center and the consumer.</p><p>Interestingly, the smallest GHG footprint occurs when you order directly from a physical store—even smaller than going there yourself. Pure players, such as Amazon, are the greatest offenders. Variables like geographic location matter; the team looked at shopping in the UK, the US, China, and the Netherlands. </p><p>Sadegh Shahmohammadi, a PhD student at the Netherlands' Radboud University and corresponding author of the paper, <a href="https://www.cnn.com/2020/02/26/tech/greenhouse-gas-emissions-retail/index.html" target="_blank">says</a> the above "pattern holds true in countries where people mostly drive. It really depends on the country and consumer behavior there."</p><p>The researchers write that this year-and-a-half long study pushes back on previous research that claims online shopping to be better in terms of GHG footprints.</p><p style="margin-left: 20px;">"They have, however, compared the GHG emissions per shopping event and did not consider the link between the retail channels and the basket size, which leads to a different conclusion than that of the current study."</p><p>Online retail is where convenience trumps environment: people tend to order one item at a time when shopping on pure player sites, whereas they stock up on multiple items when visiting a store. Consumers will sometimes order a number of separate items over the course of a week rather than making one trip to purchase everything they need. </p><p>While greening efforts by online retailers are important, until a shift in consumer attitude changes, the current carbon footprint will be a hard obstacle to overcome. Amazon is trying to have it both ways—carbon-free and convenience addicted—and the math isn't adding up. If you need to order things, do it online, but try to consolidate your purchases as much as possible.</p><p>--</p><p><em>Stay in touch with Derek on <a href="http://www.twitter.com/derekberes" target="_blank">Twitter</a>, <a href="https://www.facebook.com/DerekBeresdotcom" target="_blank">Facebook</a> and <a href="https://derekberes.substack.com/" target="_blank">Substack</a>. His next book is</em> "<em>Hero's Dose: The Case For Psychedelics in Ritual and Therapy."</em></p>