Sharing the Benefits of AI: The Windfall Clause

Robert Miles AI Safety · Advanced ·📄 Research Papers Explained ·5y ago

Key Takeaways

The video discusses the concept of the Windfall Clause, a proposed agreement where companies agree to share profits above 1% of the world's GDP with a global fund, and its potential to address extreme profits and inequality in the context of AI, particularly AGI and superintelligence, as outlined in the research paper by Robert Miles AI Safety

Full Transcript

since the beginning one of the main goals of the field of artificial intelligence has been to create very capable AI systems to create systems which match or exceed human capabilities across a wide range of tasks given this it's somewhat surprising just how recently people have started to take the possibility seriously and to ask what would happen if we actually succeeded at this challenge what if we managed it the answer is it looks like we have a problem see just because the system is very capable just because it's able to do very well at very difficult things does not mean that it's trying to do good things we could easily end up with AI systems that are trying to do things that we really don't want them to do an AI system that works very effectively in the service of values that are different from human values might be hugely destructive from the perspective of human values AI safety is an attempt to deal with this problem how do we create AI systems that are aligned with our goals that are robustly beneficial that are trying to do what we want them to do but then you might ask well okay what if we succeed at that what if we manage to create AI systems that are very capable and also are trying to do what the creator's wanted them to do rather than destroying everything that humans value as a none Alliance system might such systems would presumably create enormous amounts of value might we still have a problem in that circumstance I think a lot of people would say yeah we probably do still have a problem because what happens when you create enormous amounts of wealth and that wealth all belongs to a small number of people one aspect of this is the possibility that automation will result in large-scale unemployment this has never really happened much in the past but advanced AI might be an exception if there are AI systems that can do every task that a human can it becomes difficult to employ humans to do most tasks so then you have a situation where you can think of the world as having two types of people people who make money by selling their labor and people who make money by owning AI systems and in this scenario you've dramatically increased money making ability for one of those types of people while dramatically decreasing it for the other type what happens to people who work for a living when companies can produce goods and services without employing anyone what happens to labor when capital has no need for it hands up who's excited to find out yeah me neither this possible outcome of artificial intelligence transforming the world economy but in the process creating massive wealth and income inequality with its associated political and social problems certainly seems suboptimal better than extinction sure but still not the outcome that we really want how do we get the winners in this scenario to share their newly created wealth well some researchers at the Center for the governance of AI at the University of Oxford have an idea for something that they think might help which we're going to talk about in this video it's called the windfall clause they define it as an ex ante commitment to share extreme benefits of AI so basically it's a contract a company can sign that says if at some point in the future we make huge windfall profits of the kind that you can really only get by transforming the world economy with AI we will share some significant percentage of it so obvious questions first what we mean by share it well that could be a variety of things ranging from having a charitable foundation that uses the money to alleviate inequality according to some set of principles to just writing everyone a check the other question is when does this actually happen what counts as extreme profits well setting an absolute number here doesn't really work because who knows how far into the future this might happen and anyway what we really care about is relative profits right so it's defined as profits above a certain percentage of the world's gross domestic product say 1% in other words if your profits are more than 1% of the world's total economic output you agree to share it this is the level of profitability that's higher than any company in history but is actually pretty plausible if your company creates AGI and in practice there would probably be several levels of this where as profits go up as a percentage of world GDP so does the percentage of the profits that's shared kind of like a progressive marginal taxation scheme speaking of which why not just do this with taxes what advantages does this have over taxation well the first thing to note is that this isn't instead of taxes this is something they'd agree to over and above whatever taxes governments may impose but it has some important advantages over taxation firstly governments are not actually great at spending money effectively giving money to for example the United States federal government is not necessarily the most effective way to spend money to improve the world this isn't really controversial a 2011 poll found that Republicans think 52% of their federal tax money is wasted while Democrats think it's 47% so if you had a bunch of money and you were looking for the best way to spend it to improve the lives of Americans give it to the federal government would be pretty low on the list but actually it's worse than that because this is a global issue not a national one and tax money tends to stay in the country it's collected in countries like the US and the UK spend less than 1% of their taxes on foreign aid and much of that's military aid suppose deepmind creates a GI and starts accounting for more than 1% of the world's gross domestic product making just absurdly giant amounts of money even if the UK taxes those profits very heavily someone in India or China or the USA is going to see basically none of that money so you still have this problem of enormous inequality and the thing is if an AGI superintelligence turns out to be misaligned and it decides to kill everyone it's not going to stop at the borders of the country it was created in so everyone in the world shares pretty much equally in the risks from advanced artificial intelligence but if you just use national taxes only a small minority of people actually get any share of the benefits does that seem right to you that said one advantage of taxes is that they're not voluntary you can actually make companies pay them but this isn't as big of an advantage as it seems in practice it seems that getting companies to pay their taxes is not that easy it's possible that they'd be more likely to pay something that they actually chose to sign up to but then why would they want to sign up in the first place I mean why volunteer to give away a load of money one thing is the decision makers might be human beings the executives of these companies certainly talk a big game about wanting to improve the world and we can't rule out the possibility that they might mean it what about the shareholders though won't shareholders have something to say about the companies they've invested in agreeing to give away huge amounts of money corporate executives do have a legal obligation to act in the interests of their shareholders but legally at least it would probably be fine the windfall Clause is a form of corporate philanthropy and when shareholders have sued executives on the grounds that their philanthropy was a violation of their duty to shareholders they've won those cases zero out of seven times but actually they probably wouldn't even want to because in fact even if the executives and the shareholders are all hypothetically complete sociopaths they still have a good reason to sign something like a windfall clause namely appearing to not be sociopaths this is sometimes also called public relations signing a windfall clause is a clear and legally binding show of goodwill it improves your company's relationship with the public and with public opinion which tech companies certainly value it improves your relationship with governments which is very important for any large company and it improves your relationship with your employees who in this case actually have a lot of bargaining power don't forget that if you're a highly skilled tech company employee as some of my viewers are you have a surprisingly large amount of power over the direction your company takes look at things like project maven for example so from the perspective of a tech company executive signing a windfall clause is a lot of great PR the kind of thing you'd usually have to pay a lot of money for but it's all free for now at least it only costs anything at all if you end up with giant windfall profits which might never happen and if it does it's probably a long time in the future when you've probably already retired now this is why it's important that it's an ex anti agreement that it's made before we know how things are going to turn out it's much easier to persuade people to agree to give away something they don't have and then something they do like two people might agree to both buy lottery tickets and to share the winnings if either of them win this halves how much they'd win but doubles their chance of winning which might be something you'd want to do depending on your risk tolerance and marginal utility of money but note that the commitment has to be binding and it has to be made before the lottery numbers are drawn right you won't have much luck trying to set that up afterwards but as long as we don't know who if anyone is going to be making these giant profits from AI it could be in everyone's interest to sign this thing and encourage others to sign it too for an AI company in a world where all of the other major AI companies have agreed to something like this choosing not to join them is effectively saying screw you guys there's going to be one winner here and it's going to be me I intend to make absurd amounts of money and not share any of it and you could do that but if you do you might find that others who don't want to cooperate with you as much you might face boycotts and activism maybe governments wouldn't feel like giving you the contracts you'd like or the regulatory environment you'd prefer you might find it hard to get good collaborators and to hire and keep the best researchers you might find that it's actually kind of hard to get things done in the world when you've effectively stuck a big sticky label on your own forehead that reads I am a [ __ ] can I say there an issue so we want to set this kind of thing up sooner rather than later because the more uncertainty there is about who if anyone is going to get windfall profits the less likely it is for any individual company to think well I don't care about anyone's opinion I can do this all by myself without the cooperation of the rest of the world hopefully we can get all of the major players to agree to something like a windfall clause and that should help mitigate the inequality problems that high level AI might bring so how do we help make that happen well if I see something online about 20th century military history and I'm not sure what to make of it I ask my uncle because he's really into that stuff and I respect his opinion on the subject I think we've all got people like that for various things and when it comes to AI if you're the kind of person who watches this channel you might be that person for some of the people you know so if at some point some AI company signs something like a windfall Clause people might ask you about it and you can tell them that yeah it's pretty legit but it's not just a publicity stunt I mean it probably is a publicity stunt but it's not just a publicity stunt right it probably would be legally binding and would actually help it's good for people to understand that because the better the reaction that first company gets the more likely other companies will be to follow suit and that's what we want generally this channel focuses more on the technical research that goes into trying to make sure that advances in AI result in good outcomes but there's also a lot of research on the more human side of things a high strategy AI policy and AI governance research it's something I don't know as much about but if there's interest I can make more videos like this one exploring the research going on into legal political and economic aspects of the future of AI is that the kind of thing you'd be interested in seeing let me know in the comments [Music] thank you so much to all my excellent Patriots it's all these wonderful people here in this video I'm especially thanking Michael and Rick who actually happened to bump into at a conference recently we had a great talk about his company which is developing special optical computing hardware very fascinating stuff anyway thank you Michael and also thank you to : O'Keefe the primary author of the you windfall cross Peggy who was kind enough to have a call with me and explained I've uploaded that whole conversation for patrons so do consider becoming one if you want more in-depth information thank you so much those who do and thank you all for watching I'll see you next time [Music]

Original Description

AI might create enormous amounts of wealth, but how is it going to be distributed? The Paper: https://www.fhi.ox.ac.uk/wp-content/uploads/Windfall-Clause-Report.pdf The Post: https://www.fhi.ox.ac.uk/windfallclause/ With thanks to my excellent Patreon supporters: https://www.patreon.com/robertskmiles Gladamas Scott Worley JJ Hepboin Pedro A Ortega Said Polat Chris Canal Jake Ehrlich Kellen lask Francisco Tolmasky Michael Andregg David Reid Peter Rolf Chad Jones Teague Lasser Andrew Blackledge Frank Marsman Brad Brookshire Cam MacFarlane Jason Hise Erik de Bruijn Alec Johnson Clemens Arbesser Ludwig Schubert Bryce Daifuku Allen Faure Eric James Matheson Bayley Qeith Wreid jugettje dutchking Owen Campbell-Moore Atzin Espino-Murnane Phil Moyer Jacob Van Buren Jonatan R Ingvi Gautsson Michael Greve Julius Brash Tom O'Connor Shevis Johnson Laura Olds Jon Halliday Paul Hobbs Jeroen De Dauw Lupuleasa Ionuț Tim Neilson Eric Scammell Igor Keller Ben Glanton anul kumar sinha Sean Gibat Duncan Orr Cooper Lawton Will Glynn Tyler Herrmann Tomas Sayder Ian Munro Jérôme Beaulieu Nathan Fish Taras Bobrovytsky Jeremy Vaskó Richárd Benjamin Watkin Euclidean Plane Andrew Harcourt Luc Ritchie Nicholas Guyett James Hinchcliffe Oliver Habryka Chris Beacham Zachary Gidwitz Nikita Kiriy Andrew Schreiber Dmitri Afanasjev Marcel Ward Andrew Weir Ben Archer Kabs Miłosz Wierzbicki Tendayi Mawushe Jannik Olbrich Jake Fish Jussi Männistö Wr4thon Martin Ottosen Archy de Berker Andy Kobre Poker Chen Kees Paul Moffat Robert Valdimarsson Anders Öhrt Marco Tiraboschi Michael Kuhinica Fraser Cain Robin Scharf Klemen Slavic Patrick Henderson Oct todo22 Melisa Kostrzewski Hendrik Daniel Munter Alex Knauth Leo Rob Dawson Bryan Egan Robert Hildebrandt James Fowkes Len Alan Bandurka Ben H Tatiana Ponomareva Michael Bates Simon Pilkington Daniel Kokotajlo Fionn Diagon Andreas Blomqvist Bertalan Bodor David Morgan Ben Schultz Zannheim Daniel Eickhardt lyon549 HD Ihor Mukha 14zRobot Ivan Jaso
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Uploads from Robert Miles AI Safety · Robert Miles AI Safety · 29 of 47

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15 Scalable Supervision: Concrete Problems in AI Safety Part 5
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18 Experts' Predictions about the Future of AI
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19 AI Safety Gridworlds
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20 Friend or Foe? AI Safety Gridworlds extra bit
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21 Safe Exploration: Concrete Problems in AI Safety Part 6
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22 Why Not Just: Think of AGI Like a Corporation?
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23 How to Keep Improving When You're Better Than Any Teacher - Iterated Distillation and Amplification
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26 Training AI Without Writing A Reward Function, with Reward Modelling
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27 9 Examples of Specification Gaming
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28 10 Reasons to Ignore AI Safety
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Sharing the Benefits of AI: The Windfall Clause
Sharing the Benefits of AI: The Windfall Clause
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30 Quantilizers: AI That Doesn't Try Too Hard
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31 The OTHER AI Alignment Problem: Mesa-Optimizers and Inner Alignment
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34 We Were Right! Real Inner Misalignment
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The Windfall Clause is a proposed agreement that aims to address extreme profits and inequality in the context of AI by having companies share a significant percentage of their profits with a global fund. This concept has the potential to improve a company's relationship with the public, governments, and employees, and can be beneficial for tech companies. However, it also raises questions about corporate philanthropy, progressive taxation, and AI governance.

Key Takeaways
  1. Read and understand the research paper on the Windfall Clause
  2. Analyze the concept of the Windfall Clause and its potential applications
  3. Conduct research on AI governance and policy
  4. Develop strategies for addressing inequality in AI
  5. Evaluate the effectiveness of the Windfall Clause in addressing inequality
💡 The Windfall Clause has the potential to address extreme profits and inequality in the context of AI, but its implementation and effectiveness depend on various factors, including corporate philanthropy, progressive taxation, and AI governance.

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