boundary 2

Tag: law

  • David Newhoff —  The Harms of Digital Tech and Tech Law (Review of Goldberg, Nobody’s Victim: Fighting Psychos, Stalkers, Pervs, and Trolls)

    David Newhoff — The Harms of Digital Tech and Tech Law (Review of Goldberg, Nobody’s Victim: Fighting Psychos, Stalkers, Pervs, and Trolls)

    a review of Carrie Goldberg (with Jeannine Amber), Nobody’s Victim: Fighting Psychos, Stalkers, Pervs, and Trolls (Plume, 2019)

    by David Newhoff

    ~

    During an exchange on my blog in 2014 with an individual named Anonymous—it must have been a very popular baby name at some point—I was told, “Yes, yes, David, show us on the doll where the Internet touched you, because we all know that all evil comes from there.”  That discussion was in context to the internet industry’s anti-copyright agenda, but the smugness of the response, lurking behind a concealed identity while making an eye-rolling allusion to sexual assault, is characteristic of the tech-bro culture that dismisses any conversation about the darker aspects of digital life.  In fact, I am fairly sure it was the same Anonymous who decided that I had “failed the free speech test” because I wrote encouragingly about the prospect of making the conduct generally referred to as “revenge porn” a federal crime.

    Those old exchanges, conducted in the safety of the abstract, came rushing into the foreground while I read attorney Carrie Goldberg’s Nobody’s Victim:  Fighting Psychos, Stalkers, Pervs, and Trolls, because Goldberg and her colleagues do not address conduct like “revenge porn” in the abstract: they deal with it as a tangible and terrifying reality.  It is at her Brooklyn law firm where the victims of that crime (and other forms of harassment and abuse) arrive shattered, frightened and suicidally desperate to escape the hell their lives have become—often with the push of a button.  These are people who can show us exactly how and where the “internet touched” them, and Goldberg’s book is a harrowing tutorial in the various ways online platforms provide opportunity, motive, sanctuary, and even profit for individuals who purposely choose to destroy other human beings.

    Nobody’s Victim reads like an anthology of short thriller/horror stories but for the fact that each of the terrorized protagonists is a real person, and far too many of them are children.  These infuriating anecdotes are interwoven with the story of Goldberg’s own transformation from a young woman nearly destroyed by predatory men to become, as she puts it, the attorney she needed when she was in trouble.  The result is both an inspiring narrative of personal triumph over adversity and a rigorous critique of our inadequate legal framework, which needlessly exacerbates the suffering of people targeted by life-threatening attacks—attacks that were simply not possible before the internet as we know it.

    Covering a lot of ground—from stalking to sextortion—Goldberg tells the stories of her archetypal clients, along with her own jaw-dropping experiences, in a voice that pairs the discipline of a lawyer with the passion of a crusader. “We can be the army to take these motherfuckers down,” her introduction concludes, and “What happened to you matters,” is the mantra of her epilogue.  It is clear that the central message she wants to convey is one of empowerment for the constituency she represents, but the details are chilling to say the least.

    Anyone anywhere can have his or her life torn apart by remote control—i.e. via the web.  All the malefactor really needs is basic computer skills, a little too much time on his hands, and a profoundly broken moral compass.  Psychos, stalkers, pervs, trolls, and assholes are all specific types of criminals in the “Carrie Goldberg Taxonomy of Offenders.”  For instance, the ex-boyfriend who uploads non-consensual intimate images to a revenge-porn site is a psycho, while the site operator, profiting off the misery of others, is an asshole.

    As Goldberg notes in Chapter 6, by the year 2014, there were about 3,000 websites dedicated to hosting revenge porn.  That is a hell of a lot of guys willing to expose their ex-girlfriends to a range of potential trauma—these include public humiliation, job loss, relationship damage, sexual assault, PTSD, and suicide—simply because their partner broke off the relationship.  This volume of men engaging in revenge porn does seem to imply that the existence of the technology itself becomes a motive or rationale for the conduct, but that is perhaps a subject to explore in another post.

    One theme that comes through loud and clear for me in Nobody’s Victim—particularly in context to the editorial scope of my blog—is that the individual conduct of the psychos, et al is only slightly less maddening than our systemic failure to protect the victims.  As a cyber-policy matter, that means the chronic misinterpretation of Section 230 of the Communications Decency Act as a speech-right protection and a blanket liability shield for online service providers.

    Taking on Section 230

    Goldberg’s most high-profile client, Matthew Herrick, was the target of a disgruntled ex-boyfriend named Juan Carlos Gutierrez, who tried, via the gay dating app Grindr, to get Herrick at least raped, if not murdered.  By creating several Grindr accounts designed to impersonate Herrick, Gutierrez posted invitations to seek him out for rough, “rape-fantasy” sex, including messages that any protests to stop should be taken as “part of the game.”  Hundreds of men swarmed into Herrick’s life for more than a year—appearing at his home and work, often becoming verbally or physically aggressive upon discovering that he was not offering what they were looking for.

    With Goldberg’s help, Herrick succeeded in getting Gutierrez convicted on felony charges, but what they could never obtain was even the most basic form of assistance from Grindr.  You might think it would be at least common courtesy for an internet business to remove accounts that falsely claim to be you—particularly when those accounts are being used to facilitate criminal threats to your safety and livelihood.  In fact, the smaller dating app Gutierrez had been using called Scruff eagerly and sympathetically complied with Herrick’s plea for help.  But Grindr told him to fuck off by saying, “There’s nothing we can do.”

    Herrick, through Goldberg, sued Grindr for “negligence, deceptive business practices and false advertising, intentional and negligent infliction of emotional distress, failure to warn, and negligent misrepresentation.”  They lost in both the District Court and in the Second Circuit Court of Appeals, principally because most courts continue to read Section 230 of the CDA as absolute immunity for online service providers.  This cognitive dissonance, which chooses to ignore the fact that a matter like Herrick’s plight is wholly unrelated to free speech, is emphasized in an amicus brief that the Electronic Frontier Foundation (EFF) filed in the Second Circuit appeal on behalf of Grindr:

    Intermediaries allow Internet users to connect easily with family and friends, follow the news, share opinions and personal experiences, create and share art, and debate politics. Appellant’s efforts to circumvent Section 230’s protections undermine Congress’s goal of encouraging open platforms and robust online speech.

    Isn’t that pretty?  But what the fuck has any of it got to do with using internet technologies to impersonate someone; to commit libel, slander, or defamation in his/her name; to deploy violent people (or in some cases SWAT teams) against a private individual; or to get someone fired or arrested—and all for the perpetrator’s amusement, vengeance, or profit?  None of that conduct is remotely protected by the speech right, and all of it—all of it—infringes the speech rights and other civil liberties of the victims.  Perhaps most absurdly, organizations like EFF choose to overlook the fact that the first right being denied to someone in Herrick’s predicament is the right to safely access all those invaluable activities enabled by online “intermediaries.”

    No, Grindr did not commit those crimes, but let’s be real.  What was Herrick asking Grindr to do?  Remove the conduits through which crimes were being committed against him—online accounts pretending to be him.  Scruff complied, and I didn’t feel a tremor in the free speech right, did you?   If we truly cannot make a legal distinction between Herrick’s circumstances and all that frilly bullshit the EFF likes to repeat ad nauseum, then, we are clearly too stupid to reap the benefits of the internet while mitigating its harms.

    Suffice to say, a fight over Section 230 is indeed brewing.  As it heats up, Silicon Valley will marshal its seemingly endless resources to defend the status quo, and they will carpet bomb the public with messages that any change to this law will be an existential threat to the internet as we know it.  There is some truth to that, of course, but the internet as we know it needs a lot of work.  Meanwhile, if anyone is going to win against Big Tech’s juggernaut on this issue, it will be thanks to the leadership of (mostly) women like Carrie Goldberg, her colleagues, and her clients.

    It is an unfortunate axiom that policy rarely changes without some constituency suffering harm for a period of time; and those are exactly the people whose stories Goldberg is in a position to tell—in court, in Congress, and to the public.  If you read Nobody’s Victim and still insist, like my friend Anonymous, this is all a theoretical debate about anomalous cases, largely mooted by the speech right, there’s a pretty good chance you’re an asshole—if not a psycho, stalker, perv, or troll.  And that clock you hear ticking is actually the sound of Carrie Goldberg’s signature high heels heading your way.

    _____

    David Newhoff is a filmmaker, writer, and communications consultant, and an activist for artist’s rights, especially as they pertain to the erosion of copyright by digital technology companies. He is writing a book about copyright due out in Fall 2020. He writes about these issue frequently as @illusionofmore on Twitter and on the blog The Illusion of More, on which an earlier version of this review first appeared.

    Back to the essay

  • Jürgen Geuter — Liberty, an iPhone, and the Refusal to Think Politically

    Jürgen Geuter — Liberty, an iPhone, and the Refusal to Think Politically

    By Jürgen Geuter
    ~

    The relationship of government and governed has always been complicated. Questions of power, legitimacy, structural and institutional violence, of rights and rules and restrictions keep evading any ultimate solution, chaining societies to constant struggles about shifting balances between different positions and extremes or defining completely new aspects or perspectives on them to shake off the often perceived stalemate. Politics.

    Politics is a simple word but one with a lot of history. Coming from the ancient Greek term for “city” (as in city-state) the word pretty much shows what it is about: Establishing the structures that a community can thrive on. Policy is infrastructure. Not made of wire or asphalt but of ideas and ways of connecting them while giving the structure ways of enforcing the integrity of itself.

    But while the processes of negotiation and discourse that define politics will never stop while intelligent beings exist recent years have seen the emergence of technology as a replacement of politics. From Lawrence Lessig’s “Code is Law” to Marc Andreessen’s “Software Is Eating the World”: A small elite of people building the tools and technologies that we use to run our lives have in a way started emancipating from politics as an idea. Because where politics – especially in democratic societies – involves potentially more people than just a small elite, technologism and its high priests pull off a fascinating trick: defining policy and politics while claiming not to be political.

    This is useful for a bunch of reasons. It allows to effectively sidestep certain existing institutions and structures avoiding friction and loss of forward momentum. “Move fast and break things” was Facebook’s internal motto until only very recently. It also makes it easy to shed certain responsibilities that we expect political entities of power to fulfill. Claiming “not to be political” allows you to have mobs of people hunting others on your service without really having to do anything about it until it becomes a PR problem. Finally, evading the label of politics grants a lot more freedoms when it comes to wielding powers that the political structures have given you: It’s no coincidence that many Internet platform declare “free speech” a fundamental and absolute right, a necessary truth of the universe, unless it’s about showing a woman breastfeeding or talking about the abuse free speech extremists have thrown at feminists.

    Yesterday news about a very interesting case directly at the contact point of politics and technologism hit mainstream media: Apple refused – in a big and well-written open letter to its customers – to fulfill an order by the District Court of California to help the FBI unlock an iPhone 5c that belonged to one of the shooters in last year’s San Bernadino shooting, in which 14 people were killed and 22 more were injured.

    Apple’s argument is simple and ticks all the boxes of established technical truths about cryptography: Apple’s CEO Tim Cook points out that adding a back door to its iPhones would endanger all of Apple’s customers because nobody can make sure that such a back door would only be used by law enforcement. Some hacker could find that hole and use it to steal information such as pictures, credit card details or personal data from people’s iPhones or make these little pocket computers do illegal things. The dangers Apple correctly outlines are immense. The beautifully crafted letter ends with the following statements:

    Opposing this order is not something we take lightly. We feel we must speak up in the face of what we see as an overreach by the U.S. government.

    We are challenging the FBI’s demands with the deepest respect for American democracy and a love of our country. We believe it would be in the best interest of everyone to step back and consider the implications.

    While we believe the FBI’s intentions are good, it would be wrong for the government to force us to build a backdoor into our products. And ultimately, we fear that this demand would undermine the very freedoms and liberty our government is meant to protect.

    Nothing in that defense is new: The debate about government backdoors has been going on for decades with companies, software makers and government officials basically exchanging the same bullets points every few years. Government: “We need access. For security.” Software people: “Yeah but then nobody’s system is secure anymore.” Rinse and repeat. That whole debate hasn’t even changed through Edward Snowden’s leaks: While the positions were presented in an increasingly shriller and shriller tone the positions themselves stayed monolithic and unmoved. Two unmovable objects yelling at each other to get out of the way.

    Apple’s open letter was received with high praise all through the tech-savvy elites, from the cypherpunks to journalists and technologists. One tweet really stood out for me because it illustrates a lot of what we have so far talked about:

    Read that again. Tim Cook/Apple are clearly separated from politics and politicians when it comes to – and here’s the kicker – the political concept of individual liberty. A deeply political debate, the one about where the limits of individual liberty might be is ripped out of the realm of politicians (and us, but we’ll come to that later). Sing the praises of the new Guardian of the Digital Universe.

    But is the court order really exactly the fundamental danger for everybody’s individual liberty that Apple presents? The actual text paints a different picture. The court orders Apple to help the FBI access one specific, identified iPhone. The court order lists the actual serial number of the device. What “help” means in this context is also specified in great detail:

    1. Apple is supposed to disable features of the iPhone automatically deleting all user data stored on the device which are usually in place to prevent device thieves from accessing the data the owners of the device stored on it.
    2. Apple will also give the FBI some way to send passcodes (guesses of the PIN that was used to lock the phone) to the device. This sounds strange but will make sense later.
    3. Apple will disable all software features that introduce delays for entering more passcodes. You know the drill: You type the wrong passcode and the device just waits for a few seconds before you can try a new one.

    Apple is compelled to write a little piece of software that runs only on the specified iPhone (the text is very clear on that) and that disables the 2 security features explained in 1 and 3. Because the court actually recognizes the dangers of having that kind of software in the wild it explicitly allows Apple to do all of this within its own facilities: the Phone would be sent to an Apple facility, the software loaded to the RAM of the device. This is where 2 comes in: When the device has been modified by loading the Apple-signed software into its RAM the FBI needs a way to send PIN code guesses to the device. The court order even explicitly states that Apple’s new software package is only supposed to go to RAM and not change the device in other ways. Potentially dangerous software would never leave Apple’s premises, Apple also doesn’t have to introduce or weaken the security of all its devices and if Apple can fulfill the tasks described in some other way the court is totally fine with it. The government, any government doesn’t get a generic backdoor to all iPhones or all Apple products. In a more technical article than this on Dan Guido outlines that what the court order asks for would work on the iPhone in question but not on most newer ones.

    So while Apple’s PR evokes the threat of big government’s boots marching on to step on everybody’s individual freedoms, the text of the court order and the technical facts make the case ultra specific: Apple isn’t supposed to build a back door for iPhones but help law enforcement to open up one specific phone within their possession connected not to a theoretical crime in the future but the actual murder of 14 people.

    We could just attribute it all to Apple effectively taking a PR opportunity to strengthen the image it has been developing after realizing that they just couldn’t really do data and services, the image of the protector of privacy and liberty. An image that they kicked into overdrive post-Snowden. But that would be too simple because the questions here are a lot more fundamental.

    How do we – as globally networked individuals living in digitally connected and mutually overlaying societies – define the relationship of transnational corporations and the rules and laws we created?

    Cause here’s the fact: Apple was ordered by a democratically legitimate court to help in the investigation of a horrible, capital crime leading to the murder of 14 people by giving it a way to potentially access one specific phone of the more than 700 million phones Apple has made. And Apple refuses.

    Which – don’t get me wrong – is their right as an entity in the political system of the US: They can fight the court order using the law. They can also just refuse and see what the government, what law enforcement will do to make them comply. Sometimes the cost of breaking that kind of resistance overshadow the potential value so the request gets dropped. But where do we as individuals stand whose liberty is supposedly at stake? Where is our voice?

    One of the main functions of political systems is generating legitimacy for power. While some less-than-desirable systems might generate legitimacy by being the strongest, in modern times less physical legitimizations of power were established: a king for example often is supposed to rule because one or more god(s) say so. Which generates legitimacy especially if you share the same belief. In democracies legitimacy is generated by elections or votes: by giving people the right to speak their mind, elect representatives and be elected the power (and structural violence) that a government exerts is supposedly legitimized.

    Some people dispute the legitimacy of even democratically distributed power, and it’s not like they have no point, but let’s not dive into the teachings of Anarchism here. The more mainstream position is that there is a rule of law and that the institutions of the United States as a democracy are legitimized as the representation of US citizens. They represent every US citizen, they each are supposed to keep the political structure, the laws and rules and rights that come with being a US citizen (or living there) intact. And when that system speaks to a company it’s supposed to govern and the company just gives it the finger (but in a really nice letter) how does the public react? They celebrate.

    But what’s to celebrate? This is not some clandestine spy network gathering everybody’s every waking move to calculate who might commit a crime in 10 years and assassinate them. This is a concrete case, a request confirmed by a court in complete accordance with the existing practices in many other domains. If somebody runs around and kills people, the police can look into their mail, enter their home. That doesn’t abolish the protections of the integrity of your mail or home but it’s an attempt to balance the rights and liberties of the individual as well as the rights and needs of all others and the social system they form.

    Rights hardly ever are absolute, some might even argue that no right whatsoever is absolute: you have the right to move around freely. But I can still lock you out of my home and given certain crimes you might be locked up in prison. You have the right to express yourself but when you start threatening others, limits kick in. This balancing act that I also started this essay with has been going on publicly for ages and it will go on for a lot longer. Because the world changes. New needs might emerge, technology might create whole new domains of life that force us to rethink how we interact and which restrictions we apply. But that’s nothing that one company just decides.

    In unconditionally celebrating Cook’s letter a dangerous “apolitical” understanding of politics shows its ugly face: An ideology so obsessed with individual liberty that it happily embraces its new unelected overlords. Code is Law? More like “Cook is Law”.

    This isn’t saying that Apple (or any other company in that situation) just has to automatically do everything a government tells them to. It’s quite obvious that many of the big tech companies are not happy about the idea of establishing precedent in helping government authorities. Today it’s the FBI but what if some agency from some dictatorship wants the data from some dissident’s phone? Is a company just supposed to pick and choose?

    The world might not grow closer together but it gets connected a lot more and that leads to inconsistent laws, regulations, political ideologies etc colliding. And so far we as mankind have no idea how to deal with it. Facebook gets criticized in Europe for applying very puritanic standards when it comes to nudity but it does follow as a US company established US traditions. Should they apply German traditions which are a lot more open when it comes to depictions of nudity as well? What about rules of other countries? Does Facebook need to follow all? Some? If so which ones?

    While this creates tough problems for international law makers, governments and us more mortal people, it does concern companies very little as they can – when push comes to shove – just move their base of operation somewhere else. Which they already do to “optimize” avoid taxes, about which Cook also recently expressed indignant refusal to comply with US government requirements as “total political crap” – is this also a cause for all of us across the political spectrum to celebrate Apple’s protection of individual liberty? I wonder how the open letter would have looked if Ireland, which is a tax haven many technology companies love to use, would have asked for the same thing California did?

    This is not specifically about Apple. Or Facebook. Or Google. Or Volkswagen. Or Nestle. This is about all of them and all of us. If we uncritically accept that transnational corporations decide when and how to follow the rules we as societies established just because right now their (PR) interests and ours might superficially align how can we later criticize when the same companies don’t pay taxes or decide to not follow data protection laws? Especially as a kind of global digital society (albeit of a very small elite) we have between cat GIFs and shaking the fist at all the evil that governments do (and there’s lots of it) dropped the ball on forming reasonable and consistent models for how to integrate all our different inconsistent rules and laws. How we gain any sort of politically legitimized control over corporations, governments and other entities of power.

    Tim Cook’s letter starts with the following words:

    This moment calls for public discussion, and we want our customers and people around the country to understand what is at stake.

    On that he and I completely agree.


    _____

    Jürgen Geuter (@tante) is a political computer scientist living in Germany. For about 10 years he has been speaking and writing about technology, digitalization, digital culture and the way these influence mainstream society. His writing has been featured in Der Spiegel, Wired Germany and other publications as well as his own blog Nodes in a Social Network, on which an earlier version of this post first appeared.

    Back to the essay

  • The Human Condition and The Black Box Society

    The Human Condition and The Black Box Society

    Frank Pasquale, The Black Box Society (Harvard University Press, 2015)a review of Frank Pasquale, The Black Box Society: The Secret Algorithms That Control Money and Information (Harvard University Press, 2015)
    by Nicole Dewandre
    ~

    1. Introduction

    This review is informed by its author’s specific standpoint: first, a lifelong experience in a policy-making environment, i.e. the European Commission; and, second, a passion for the work of Hannah Arendt and the conviction that she has a great deal to offer to politics and policy-making in this emerging hyperconnected era. As advisor for societal issues at DG Connect, the department of the European Commission in charge of ICT policy at EU level, I have had the privilege of convening the Onlife Initiative, which explored the consequences of the changes brought about by the deployment of ICTs on the public space and on the expectations toward policy-making. This collective thought exercise, which took place in 2012-2013, was strongly inspired by Hannah Arendt’s 1958 book The Human Condition.

    This is the background against which I read the The Black Box Society: The Secret Algorithms Behind Money and Information by Frank Pasquale (references to which are indicated here parenthetically by page number). Two of the meanings of “black box“—a device that keeps track of everything during a flight, on the one hand, and the node of a system that prevents an observer from identifying the link(s) between input and output, on the other hand—serve as apt metaphors for today’s emerging Big Data environment.

    Pasquale digs deep into three sectors that are at the root of what he calls the black box society: reputation (how we are rated and ranked), search (how we use ratings and rankings to organize the world), and finance (money and its derivatives, whose flows depend crucially on forms of reputation and search). Algorithms and Big Data have permeated these three activities to a point where disconnection with human judgment or control can transmogrify them into blind zombies, opening new risks, affordances and opportunities. We are far from the ideal representation of algorithms as support for decision-making. In these three areas, decision-making has been taken over by algorithms, and there is no “invisible hand” ensuring that profit-driven corporate strategies will deliver fairness or improve the quality of life.

    The EU and the US contexts are both distinct and similar. In this review, I shall not comment on Pasquale’s specific policy recommendations in detail, even if as European, I appreciate the numerous references to European law and policy that Pasquale commends as good practices (ranging from digital competition law, to welfare state provision, to privacy policies). I shall instead comment from a meta-perspective, that of challenging the worldview that implicitly undergirds policy-making on both sides of the Atlantic.

    2. A Meta-perspective on The Black Box Society

    The meta-perspective as I see it is itself twofold: (i) we are stuck with Modern referential frameworks, which hinder our ability to attend to changing human needs, desires and expectations in this emerging hyperconnected era, and (ii) the personification of corporations in policymaking reveals shortcomings in the current representation of agents as interest-led beings.

    a) Game over for Modernity!

    As stated by the Onlife Initiative in its “Onlife Manifesto,” through its expression “Game over for Modernity?“, it is time for politics and policy-making to leave Modernity behind. That does not mean going back to the Middle Ages, as feared by some, but instead stepping firmly into this new era that is coming to us. I believe with Genevieve Bell and Paul Dourish that it is more effective to consider that we are now entering into the ubiquitous computing era instead of looking at it as if it was approaching fast.[1] With the miniaturisation of devices and sensors, with mobile access to broadband internet and with the generalized connectivity of objects as well as of people, not only do we witness an increase of the online world, but, more fundamentally, a collapse of the distinction between the online and the offline worlds, and therefore a radically new socio-technico-natural compound. We live in an environment which is increasingly reactive and talkative as a result of the intricate mix between off-line and online universes. Human interactions are also deeply affected by this new socio-technico-natural compound, as they are or will soon be “sticky”, i.e. leave a material trace by default and this for the first time in history. These new affordances and constraints destabilize profoundly our Modern conceptual frameworks, which rely on distinctions that are blurring, such as the one between the real and the virtual or the ones between humans, artefacts and nature, understood with mental categories dating back from the Enlightenment and before. The very expression “post-Modern” is not accurate anymore or is too shy, as it continues to position Modernity as its reference point. It is time to give a proper name to this new era we are stepping into, and hyperconnectivity may be such a name.

    Policy-making however continues to rely heavily on Modern conceptual frameworks, and this not only from the policy-makers’ point of view but more widely from all those engaging in the public debate. There are many structuring features of the Modern conceptual frameworks and it goes certainly beyond this review to address them thoroughly. However, when it comes to addressing the challenges described by The Black Box Society, it is important to mention the epistemological stance that has been spelled out brilliantly by Susan H. Williams in her Truth, Autonomy, and Speech: Feminist Theory and the First Amendment: “the connection forged in Cartesianism between knowledge and power”[2]. Before encountering Susan Williams’s work, I came to refer to this stance less elegantly with the expression “omniscience-omnipotence utopia”[3]. Williams writes that “this epistemological stance has come to be so widely accepted and so much a part of many of our social institutions that it is almost invisible to us” and that “as a result, lawyers and judges operate largely unself-consciously with this epistemology”[4]. To Williams’s “lawyers and judges”, we should add policy-makers and stakeholders.  This Cartesian epistemological stance grounds the conviction that the world can be elucidated in causal terms, that knowledge is about prediction and control, and that there is no limit to what men can achieve provided they have the will and the knowledge. In this Modern worldview, men are considered as rational subjects and their freedom is synonymous with control and autonomy. The fact that we have a limited lifetime and attention span is out of the picture as is the human’s inherent relationality. Issues are framed as if transparency and control is all that men need to make their own way.

    1) One-Way Mirror or Social Hypergravity?

    Frank Pasquale is well aware of and has contributed to the emerging critique of transparency and he states clearly that “transparency is not just an end in itself” (8). However, there are traces of the Modern reliance on transparency as regulative ideal in the Black Box Society. One of them is when he mobilizes the one-way mirror metaphor. He writes:

    We do not live in a peaceable kingdom of private walled gardens; the contemporary world more closely resembles a one-way mirror. Important corporate actors have unprecedented knowledge of the minutiae of our daily lives, while we know little to nothing about how they use this knowledge to influence the important decisions that we—and they—make. (9)

    I refrain from considering the Big Data environment as an environment that “makes sense” on its own, provided someone has access to as much data as possible. In other words, the algorithms crawling the data can hardly be compared to a “super-spy” providing the data controller with an absolute knowledge.

    Another shortcoming of the one-way mirror metaphor is that the implicit corrective is a transparent pane of glass, so the watched can watch the watchers. This reliance on transparency is misleading. I prefer another metaphor that fits better, in my view: to characterise the Big Data environment in a hyperconnected conceptual framework. As alluded to earlier, in contradistinction to the previous centuries and even millennia, human interactions will, by default, be “sticky”, i.e. leave a trace. Evanescence of interactions, which used to be the default for millennia, will instead require active measures to be ensured. So, my metaphor for capturing the radicality and the scope of this change is a change of “social atmosphere” or “social gravity”, as it were. For centuries, we have slowly developed social skills, behaviors and regulations, i.e. a whole ecosystem, to strike a balance between accountability and freedom, in a world where “verba volant and scripta manent[5], i.e. where human interactions took place in an “atmosphere” with a 1g “social gravity”, where they were evanescent by default and where action had to be taken to register them. Now, with all interactions leaving a trace by default, and each of us going around with his, her or its digital shadow, we are drifting fast towards an era where the “social atmosphere” will be of heavier gravity, say “10g”. The challenge is huge and will require a lot of collective learning and adaptation to develop the literacy and regulatory frameworks that will recreate and sustain the balance between accountability and freedom for all agents, human and corporations.

    The heaviness of this new data density stands in-between or is orthogonal to the two phantasms of bright emancipatory promises of Big Data, on the one hand, or frightening fears of Big Brother, on the other hand. Because of this social hypergravity, we, individually and collectively, have indeed to be cautious about the use of Big Data, as we have to be cautious when handling dangerous or unknown substances. This heavier atmosphere, as it were, opens to increased possibilities of hurting others, notably through harassment, bullying and false rumors. The advent of Big Data does not, by itself, provide a “license to fool” nor does it free agents from the need to behave and avoid harming others. Exploiting asymmetries and new affordances to fool or to hurt others is no more acceptable behavior as it was before the advent of Big Data. Hence, although from a different metaphorical standpoint, I support Pasquale’s recommendations to pay increased attention to the new ways the current and emergent practices relying on algorithms in reputation, search and finance may be harmful or misleading and deceptive.

    2) The Politics of Transparency or the Exhaustive Labor of Watchdogging?

    Another “leftover” of the Modern conceptual framework that surfaces in The Black Box Society is the reliance on watchdogging for ensuring proper behavior by corporate agents. Relying on watchdogging for ensuring proper behavior nurtures the idea that it is all right to behave badly, as long as one is not seen doing do. This reinforces the idea that the qualification of an act depends from it being unveiled or not, as if as long as it goes unnoticed, it is all right. This puts the entire burden on the watchers and no burden whatsoever on the doers. It positions a sort of symbolic face-to-face between supposed mindless firms, who are enabled to pursue their careless strategies as long as they are not put under the light and people who are expected to spend all their time, attention and energy raising indignation against wrong behaviors. Far from empowering the watchers, this framing enslaves them to waste time monitoring actors who should be acting in much better ways already. Indeed, if unacceptable behavior is unveiled, it raises outrage, but outrage is far from bringing a solution per se. If, instead, proper behaviors are witnessed, then the watchers are bound to praise the doers. In both cases, watchers are stuck in a passive, reactive and specular posture, while all the glory or the shame is on the side of the doers. I don’t deny the need to have watchers, but I warn against the temptation of relying excessively on the divide between doers and watchers to police behaviors, without engaging collectively in the formulation of what proper and inappropriate behaviors are. And there is no ready-made consensus about this, so that it requires informed exchange of views and hard collective work. As Pasquale explains in an interview where he defends interpretative approaches to social sciences against quantitative ones:

    Interpretive social scientists try to explain events as a text to be clarified, debated, argued about. They do not aspire to model our understanding of people on our understanding of atoms or molecules. The human sciences are not natural sciences. Critical moral questions can’t be settled via quantification, however refined “cost benefit analysis” and other political calculi become. Sometimes the best interpretive social science leads not to consensus, but to ever sharper disagreement about the nature of the phenomena it describes and evaluates. That’s a feature, not a bug, of the method: rather than trying to bury normative differences in jargon, it surfaces them.

    The excessive reliance on watchdogging enslaves the citizenry to serve as mere “watchdogs” of corporations and government, and prevents any constructive cooperation with corporations and governments. It drains citizens’ energy for pursuing their own goals and making their own positive contributions to the world, notably by engaging in the collective work required to outline, nurture and maintain the shaping of what accounts for appropriate behaviours.

    As a matter of fact, watchdogging would be nothing more than an exhausting laboring activity.

    b) The Personification of Corporations

    One of the red threads unifying The Black Box Society’s treatment of numerous technical subjects is unveiling the oddness of the comparative postures and status of corporations, on the one hand, and people, on the other hand. As nicely put by Pasquale, “corporate secrecy expands as the privacy of human beings contracts” (26), and, in the meantime, the divide between government and business is narrowing (206). Pasquale points also to the fact that at least since 2001, people have been routinely scrutinized by public agencies to deter the threatening ones from hurting others, while the threats caused by corporate wrongdoings in 2008 gave rise to much less attention and effort to hold corporations to account. He also notes that “at present, corporations and government have united to focus on the citizenry. But why not set government (and its contractors) to work on corporate wrongdoings?” (183) It is my view that these oddnesses go along with what I would call a “sensitive inversion”. Corporations, which are functional beings, are granted sensitivity as if they were human beings, in policy-making imaginaries and narratives, while men and women, who are sensitive beings, are approached in policy-making as if they were functional beings, i.e. consumers, job-holders, investors, bearer of fundamental rights, but never personae per se. The granting of sensitivity to corporations goes beyond the legal aspect of their personhood. It entails that corporations are the one whose so-called needs are taken care of by policy makers, and those who are really addressed to, qua persona. Policies are designed with business needs in mind, to foster their competitiveness or their “fitness”. People are only indirect or secondary beneficiaries of these policies.

    The inversion of sensitivity might not be a problem per se, if it opened pragmatically to an effective way to design and implement policies which bear indeed positive effects for men and women in the end. But Pasquale provides ample evidence showing that this is not the case, at least in the three sectors he has looked at more closely, and certainly not in finance.

    Pasquale’s critique of the hypostatization of corporations and reduction of humans has many theoretical antecedents. Looking at it from the perspective of Hannah Arendt’s The Human Condition illuminates the shortcomings and risks associated with considering corporations as agents in the public space and understanding the consequences of granting them sensitivity, or as it were, human rights. Action is the activity that flows from the fact that men and women are plural and interact with each other: “the human condition of action is plurality”.[6] Plurality is itself a ternary concept made of equality, uniqueness and relationality. First, equality as what we grant to each other when entering into a political relationship. Second, uniqueness refers to the fact that what makes each human a human qua human is precisely that who s/he is is unique. If we treat other humans as interchangeable entities or as characterised by their attributes or qualities, i.e., as a what, we do not treat them as human qua human, but as objects. Last and by no means least, the third component of plurality is the relational and dynamic nature of identity. For Arendt, the disclosure of the who “can almost never be achieved as a wilful purpose, as though one possessed and could dispose of this ‘who’ in the same manner he has and can dispose of his qualities”[7]. The who appears unmistakably to others, but remains somewhat hidden from the self. It is this relational and revelatory character of identity that confers to speech and action such a critical role and that articulates action with identity and freedom. Indeed, for entities for which the who is partly out of reach and matters, appearance in front of others, notably with speech and action, is a necessary condition of revealing that identity:

    Action and speech are so closely related because the primordial and specifically human act must at the same time contain the answer to the question asked of every newcomer: who are you? In acting and speaking, men show who they are, they appear. Revelatory quality of speech and action comes to the fore where people are with others and neither for, nor against them, that is in sheer togetherness.[8]

    So, in this sense, the public space is the arena where whos appear to other whos, personae to other personae.

    For Arendt, the essence of politics is freedom and is grounded in action, not in labour and work. The public space is where agents coexist and experience their plurality, i.e. the fact that they are equal, unique and relational. So, it is much more than the usual American pluralist (i.e., early Dahl-ian) conception of a space where agents worry for exclusively for their own needs by bargaining aggressively. In Arendt’s perspective, the public space is where agents, self-aware of their plural characteristic, interact with each other once their basic needs have been taken care of in the private sphere. As highlighted by Seyla Benhabib in The Reluctant Modernism of Hannah Arendt, “we not only owe to Hannah Arendt’s political philosophy the recovery of the public as a central category for all democratic-liberal politics; we are also indebted to her for the insight that the public and the private are interdependent”.[9] One could not appear in public if s/he or it did not have also a private place, notably to attend to his, her or its basic needs for existence. In Arendtian terms, interactions in the public space take place between agents who are beyond their satiety threshold. Acknowledging satiety is a precondition for engaging with others in a way that is not driven by one’s own interest, but rather by their desire to act together with others—”in sheer togetherness”—and be acknowledged as who they are. If an agent perceives him-, her- or itself and behave only as a profit-maximiser or as an interest-led being, i.e. if s/he or it has no sense of satiety and no self-awareness of the relational and revelatory character of his, her or its identity, then s/he or it cannot be a “who” or an agent in political terms, and therefore, respond of him-, her- or itself. It does simply not deserve -and therefore should not be granted- the status of a persona in the public space.

    It is easy to imagine that there can indeed be no freedom below satiety, and that “sheer togetherness” would just be impossible among agents below their satiety level or deprived from having one. This is however the situation we are in, symbolically, when we grant corporations the status of persona while considering efficient and appropriate that they care only for profit-maximisation. For a business, making profit is a condition to stay alive, as for humans, eating is a condition to stay alive. However, in the name of the need to compete on global markets, to foster growth and to provide jobs, policy-makers embrace and legitimize an approach to businesses as profit-maximisers, despite the fact this is a reductionist caricature of what is allowed by the legal framework on company law[10]. So, the condition for businesses to deserve the status of persona in the public space is, no less than for men and women, to attend their whoness and honour their identity, by staying away from behaving according to their narrowly defined interests. It means also to care for the world as much, if not more, as for themselves.

    This resonates meaningfully with the quotation from Heraclitus that serves as the epigraph for The Black Box Society: “There is one world in common for those who are awake, but when men are asleep each turns away into a world of his own”. Reading Arendt with Heraclitus’s categories of sleep and wakefulness, one might consider that totalitarianism arises—or is not far away—when human beings are awake in private, but asleep in public, in the sense that they silence their humanness or that their humanness is silenced by others when appearing in public. In this perspective, the merging of markets and politics—as highlighted by Pasquale—could be seen as a generalized sleep in the public space of human beings and corporations, qua personae, while all awakened activities are taking place in the private, exclusively driven by their needs and interests.

    In other words—some might find a book like The Black Box Society, which offers a bold reform agenda for numerous agencies, to be too idealistic. But in my view, it falls short of being idealistic enough: there is a missing normative core to the proposals in the book, which can be corrected by democratic, political, and particularly Arendtian theory. If a populace has no acceptance of a certain level of goods and services prevailing as satiating its needs, and if it distorts the revelatory character of identity into an endless pursuit of a limitless growth, it cannot have the proper lens and approach to formulate what it takes to enable the fairness and fair play described in The Black Box Society.

    3. Stepping into Hyperconnectivity

    1) Agents as Relational Selves

    A central feature of the Modern conceptual framework underlying policymaking is the figure of the rational subject as political proxy of humanness. I claim that this is not effective anymore in ensuring a fair and flourishing life for men and women in this emerging hyperconnected era and that we should adopt instead the figure of a “relational self” as it emerges from the Arendtian concept of plurality.

    The concept of the rational subject was forged to erect Man over nature. Nowadays, the problem is not so much to distinguish men from nature, but rather to distinguish men—and women—from artefacts. Robots come close to humans and even outperform them, if we continue to define humans as rational subjects. The figure of the rational subject is torn apart between “truncated gods”—when Reason is considered as what brings eventually an overall lucidity—on the one hand, and “smart artefacts”—when reason is nothing more than logical steps or algorithms—on the other hand. Men and women are neither “Deep Blue” nor mere automatons. In between these two phantasms, the humanness of men and women is smashed. This is indeed what happens in the Kafkaesque and ridiculous situations where a thoughtless and mindless approach to Big Data is implemented, and this from both stance, as workers and as consumers. As far as the working environment is concerned, “call centers are the ultimate embodiment of the panoptic workspace. There, workers are monitored all the time” (35). Indeed, this type of overtly monitored working environment is nothing else that a materialisation of the panopticon. As consumers, we all see what Pasquale means when he writes that “far more [of us] don’t even try to engage, given the demoralizing experience of interacting with cyborgish amalgams of drop- down menus, phone trees, and call center staff”. In fact, this mindless use of automation is only the last version of the way we have been thinking for the last decades, i.e. that progress means rationalisation and de-humanisation across the board. The real culprit is not algorithms themselves, but the careless and automaton-like human implementers and managers who act along a conceptual framework according to which rationalisation and control is all that matters. More than the technologies, it is the belief that management is about control and monitoring that makes these environments properly in-human. So, staying stuck with the rational subject as a proxy for humanness, either ends up in smashing our humanness as workers and consumers and, at best, leads to absurd situations where to be free would mean spending all our time controlling we are not controlled.

    As a result, keeping the rational subject as the central representation of humanness will increasingly be misleading politically speaking. It fails to provide a compass for treating each other fairly and making appropriate decisions and judgments, in order to impacting positively and meaningfully on human lives.

    With her concept of plurality, Arendt offers an alternative to the rational subject for defining humanness: that of the relational self. The relational self, as it emerges from the Arendtian’s concept of plurality[11], is the man, woman or agent self-aware of his, her or its plurality, i.e. the facts that (i) he, she or it is equal to his, her or its fellows; (ii) she, he or it is unique as all other fellows are unique; and (iii) his, her or its identity as a revelatory character requiring to appear among others in order to reveal itself through speech and action. This figure of the relational self accounts for what is essential to protect politically in our humanness in a hyperconnected era, i.e. that we are truly interdependent from the mutual recognition that we grant to each other and that our humanity is precisely grounded in that mutual recognition, much more than in any “objective” difference or criteria that would allow an expert system to sort out human from non-human entities.

    The relational self, as arising from Arendt’s plurality, combines relationality and freedom. It resonates deeply with the vision proposed by Susan H. Williams, i.e. the relational model of truth and the narrative model to autonomy, in order to overcome the shortcomings of the Cartesian and liberal approaches to truth and autonomy without throwing the baby, i.e. the notion of agency and responsibility, out with the bathwater, as the social constructionist and feminist critique of the conceptions of truth and autonomy may be understood of doing.[12]

    Adopting the relational self as the canonical figure of humanness instead of the rational subject‘s one puts under the light the direct relationship between the quality of interactions, on the one hand, and the quality of life, on the other hand. In contradistinction with transparency and control, which are meant to empower non-relational individuals, relational selves are self-aware that they are in need of respect and fair treatment from others, instead. It also makes room for vulnerability, notably the vulnerability of our attentional spheres, and saturation, i.e. the fact that we have a limited attention span, and are far from making a “free choice” when clicking on “I have read and accept the Terms & Conditions”. Instead of transparency and control as policy ends in themselves, the quality of life of relational selves and the robustness of the world they construct together and that lies between them depend critically on being treated fairly and not being fooled.

    It is interesting to note that the word “trust” blooms in policy documents, showing that the consciousness of the fact that we rely from each other is building up. Referring to trust as if it needed to be built is however a signature of the fact that we are in transition from Modernity to hyperconnectivity, and not yet fully arrived. By approaching trust as something that can be materialized we look at it with Modern eyes. As “consent is the universal solvent” (35) of control, transparency-and-control is the universal solvent of trust. Indeed, we know that transparency and control nurture suspicion and distrust. And that is precisely why they have been adopted as Modern regulatory ideals. Arendt writes: “After this deception [that we were fooled by our senses], suspicions began to haunt Modern man from all sides”[13]. So, indeed, Modern conceptual frameworks rely heavily on suspicion, as a sort of transposition in the realm of human affairs of the systematic doubt approach to scientific enquiries. Frank Pasquale quotes moral philosopher Iris Murdoch for having said: “Man is a creature who makes pictures of himself and then comes to resemble the picture” (89). If she is right—and I am afraid she is—it is of utmost importance to shift away from picturing ourselves as rational subjects and embrace instead the figure of relational selves, if only to save the fact that trust can remain a general baseline in human affairs. Indeed, if it came true that trust can only be the outcome of a generalized suspicion, then indeed we would be lost.

    Besides grounding the notion of relational self, the Arendtian concept of plurality allows accounting for interactions among humans and among other plural agents, which are beyond fulfilling their basic needs (necessity) or achieving goals (instrumentality), and leads to the revelation of their identities while giving rise to unpredictable outcomes. As such, plurality enriches the basket of representations for interactions in policy making. It brings, as it were, a post-Modern –or should I dare saying a hyperconnected- view to interactions. The Modern conceptual basket for representations of interactions includes, as its central piece, causality. In Modern terms, the notion of equilibrium is approached through a mutual neutralization of forces, either with the invisible hand metaphor, or with Montesquieu’s division of powers. The Modern approach to interactions is either anchored into the representation of one pole being active or dominating (the subject) and the other pole being inert or dominated (nature, object, servant) or, else, anchored in the notion of conflicting interests or dilemmas. In this framework, the notion of equality is straightjacketed and cannot be embodied. As we have seen, this Modern straitjacket leads to approaching freedom with control and autonomy, constrained by the fact that Man is, unfortunately, not alone. Hence, in the Modern approach to humanness and freedom, plurality is a constraint, not a condition, while for relational selves, freedom is grounded in plurality.

    2) From Watchdogging to Accountability and Intelligibility

    If the quest for transparency and control is as illusory and worthless for relational selves, as it was instrumental for rational subjects, this does not mean that anything goes. Interactions among plural agents can only take place satisfactorily if basic and important conditions are met.  Relational selves are in high need of fairness towards themselves and accountability of others. Deception and humiliation[14] should certainly be avoided as basic conditions enabling decency in the public space.

    Once equipped with this concept of the relational self as the canonical figure of what can account for political agents, be they men, women, corporations and even States. In a hyperconnected era, one can indeed see clearly why the recommendations Pasquale offers in his final two chapters “Watching (and Improving) the Watchers” and “Towards an Intelligible Society,” are so important. Indeed, if watchdogging the watchers has been criticized earlier in this review as an exhausting laboring activity that does not deliver on accountability, improving the watchers goes beyond watchdogging and strives for a greater accountability. With regard to intelligibility, I think that it is indeed much more meaningful and relevant than transparency.

    Pasquale invites us to think carefully about regimes of disclosure, along three dimensions:  depth, scope and timing. He calls for fair data practices that could be enhanced by establishing forms of supervision, of the kind that have been established for checking on research practices involving human subjects. Pasquale suggests that each person is entitled to an explanation of the rationale for the decision concerning them and that they should have the ability to challenge that decision. He recommends immutable audit logs for holding spying activities to account. He calls also for regulatory measures compensating for the market failures arising from the fact that dominant platforms are natural monopolies. Given the importance of reputation and ranking and the dominance of Google, he argues that the First Amendment cannot be mobilized as a wild card absolving internet giants from accountability. He calls for a “CIA for finance” and a “Corporate NSA,” believing governments should devote more effort to chasing wrongdoings from corporate actors. He argues that the approach taken in the area of Health Fraud Enforcement could bear fruit in finance, search and reputation.

    What I appreciate in Pasquale’s call for intelligibility is that it does indeed calibrate the needs of relational selves to interact with each other, to make sound decisions and to orient themselves in the world. Intelligibility is different from omniscience-omnipotence. It is about making sense of the world, while keeping in mind that there are different ways to do so. Intelligibility connects relational selves to the world surrounding them and allows them to act with other and move around. In the last chapter, Pasquale mentions the importance of restoring trust and the need to nurture a public space in the hyperconnected era. He calls for an end game to the Black Box. I agree with him that conscious deception inherently dissolves plurality and the common world, and needs to be strongly combatted, but I think that a lot of what takes place today goes beyond that and is really new and unchartered territories and horizons for humankind. With plurality, we can also embrace contingency in a less dramatic way that we used to in the Modern era. Contingency is a positive approach to un-certainty. It accounts for the openness of the future. The very word un-certainty is built in such a manner that certainty is considered the ideal outcome.

    4. WWW, or Welcome to the World of Women or a World Welcoming Women[15]

    To some extent, the fears of men in a hyperconnected era reflect all-too-familiar experiences of women. Being objects of surveillance and control, exhausting laboring without rewards and being lost through the holes of the meritocracy net, being constrained in a specular posture of other’s deeds: all these stances have been the fate of women’s lives for centuries, if not millennia. What men fear from the State or from “Big (br)Other”, they have experienced with men. So, welcome to world of women….

    But this situation may be looked at more optimistically as an opportunity for women’s voices and thoughts to go mainstream and be listened to. Now that equality between women and men is enshrined in the political and legal systems of the EU and the US, concretely, women have been admitted to the status of “rational subject”, but that does not dissolve its masculine origin, and the oddness or uneasiness for women to embrace this figure. Indeed, it was forged by men with men in mind, women, for those men, being indexed on nature. Mainstreaming the figure of the relational self, born in the mind of Arendt, will be much more inspiring and empowering for women, than was the rational subject. In fact, this enhances their agency and the performativity of their thoughts and theories. So, are we heading towards a world welcoming women?

    In conclusion, the advent of Big Data can be looked at in two ways. The first one is to look at it as the endpoint of the materialisation of all the promises and fears of Modern times. The second one is to look at it as a wake-up call for a new beginning; indeed, by making obvious the absurdity or the price of going all the way down to the consequences of the Modern conceptual frameworks, it calls on thinking on new grounds about how to make sense of the human condition and make it thrive. The former makes humans redundant, is self-fulfilling and does not deserve human attention and energy. Without any hesitation, I opt for the latter, i.e. the wake-up call and the new beginning.

    Let’s engage in this hyperconnected era bearing in mind Virginia Woolf’s “Think we must”[16] and, thereby, shape and honour the human condition in the 21st century.
    _____

    Nicole Dewandre has academic degrees in engineering, economics and philosophy. She is a civil servant in the European Commission, since 1983. She was advisor to the President of the Commission, Jacques Delors, between 1986 and 1993. She then worked in the EU research policy, promoting gender equality, partnership with civil society and sustainability issues. Since 2011, she has worked on the societal issues related to the deployment of ICT technologies. She has published widely on organizational and political issues relating to ICTs.

    The views expressed in this article are the sole responsibility of the author and in no way represent the view of the European Commission and its services.

    Back to the essay
    _____

    Acknowledgments: This review has been made possible by the Faculty of Law of the University of Maryland in Baltimore, who hosted me as a visiting fellow for the month of September 2015. I am most grateful to Frank Pasquale, first for having written this book, but also for engaging with me so patiently over the month of September and paying so much attention to my arguments, even suggesting in some instances the best way for making my points, when I was diverging from his views. I would also like to thank Jérôme Kohn, director of the Hannah Arendt Center at the New School for Social Research, for his encouragements in pursuing the mobilisation of Hannah Arendt’s legacy in my professional environment. I am also indebted, and notably for the conclusion, to the inspiring conversations I have had with Shauna Dillavou, excecutive director of CommunityRED, and Soraya Chemaly, Washington-based feminist writer, critic and activist. Last, and surely not least, I would like to thank David Golumbia for welcoming this piece in his journal and for the care he has put in editing this text written by a non-English native speaker.

    [1] This change of perspective, in itself, has the interesting side effect to take the carpet under the feet of those “addicted to speed”, as Pasquale is right when he points to this addiction (195) as being one of the reasons “why so little is being done” to address the challenges arising from the hyperconnected era.

    [2] Williams, Truth, Autonomy, and Speech, New York: New York University Press, 2004 (35).

    [3] See, e.g., Nicole Dewandre, ‘Rethinking the Human Condition in a Hyperconnected Era: Why Freedom Is Not About Sovereignty But About Beginnings’, in The Onlife Manifesto, ed. Luciano Floridi, Springer International Publishing, 2015 (195–215).

    [4]Williams, Truth, Autonomy, and Speech (32).

    [5] Literally: “spoken words fly; written ones remain”

    [6] Apart from action, Arendt distinguishes two other fundamental human activities that together with action account for the vita activa. These two other activities are labour and work. Labour is the activity that men and women engage in to stay alive, as organic beings: “the human condition of labour is life itself”. Labour is totally pervaded by necessity and processes. Work is the type of activity men and women engage with to produce objects and inhabit the world: “the human condition of work is worldliness”. Work is pervaded by a means-to-end logic or an instrumental rationale.

    [7] Arendt, The Human Condition, 1958; reissued, University of Chicago Press, 1998 (159).

    [8] Arendt, The Human Condition (160).

    [9] Seyla Benhabib, The Reluctant Modernism of Hannah Arendt, Revised edition, Lanham, MD: Rowman & Littlefield Publishers, 2003, (211).

    [10] See notably the work of Lynn Stout and the Frank Bold Foundation’s project on the purpose of corporations.

    [11] This expression has been introduced in the Onlife Initiative by Charles Ess, but in a different perspective. The Ess’ relational self is grounded in pre-Modern and Eastern/oriental societies. He writes: “In “Western” societies, the affordances of what McLuhan and others call “electric media,” including contemporary ICTs, appear to foster a shift from the Modern Western emphases on the self as primarily rational, individual, and thereby an ethically autonomous moral agent towards greater (and classically “Eastern” and pre-Modern) emphases on the self as primarily emotive, and relational—i.e., as constituted exclusively in terms of one’s multiple relationships, beginning with the family and extending through the larger society and (super)natural orders”. Ess, in Floridi, ed.,  The Onlife Manifesto (98).

    [12] Williams, Truth, Autonomy, and Speech.

    [13] Hannah Arendt and Jerome Kohn, Between Past and Future, Revised edition, New York: Penguin Classics, 2006 (55).

    [14] See Richard Rorty, Contingency, Irony, and Solidarity, New York: Cambridge University Press, 1989.

    [15] I thank Shauna Dillavou for suggesting these alternate meanings for “WWW.”

    [16] Virginia Woolf, Three Guineas, New York: Harvest, 1966.

  • Frank Pasquale — To Replace or Respect: Futurology as if People Mattered

    Frank Pasquale — To Replace or Respect: Futurology as if People Mattered

    a review of Erik Brynjolfsson and Andrew McAfee, The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies (W.W. Norton, 2014)

    by Frank Pasquale

    ~

    Business futurism is a grim discipline. Workers must either adapt to the new economic realities, or be replaced by software. There is a “race between education and technology,” as two of Harvard’s most liberal economists insist. Managers should replace labor with machines that require neither breaks nor sick leave. Superstar talents can win outsize rewards in the new digital economy, as they now enjoy global reach, but they will replace thousands or millions of also-rans. Whatever can be automated, will be, as competitive pressures make fairly paid labor a luxury.

    Thankfully, Erik Brynjolfsson and Andrew McAfee’s The Second Machine Age (2MA)  downplays these zero-sum tropes. Brynjolffson & McAfee (B&M) argue that the question of distribution of the gains from automation is just as important as the competitions for dominance it accelerates. 2MA invites readers to consider how societies will decide what type of bounty from automation they want, and what is wanted first.  The standard, supposedly neutral economic response (“whatever the people demand, via consumer sovereignty”) is unconvincing. As inequality accelerates, the top 5% (of income earners) do 35% of the consumption. The top 1% is responsible for an even more disproportionate share of investment. Its richest members can just as easily decide to accelerate the automation of the wealth defense industry as they can allocate money to robotic construction, transportation, or mining.

    A humane agenda for automation would prioritize innovations that complement (jobs that ought to be) fulfilling vocations, and substitute machines for dangerous or degrading work. Robotic meat-cutters make sense; robot day care is something to be far more cautious about. Most importantly, retarding automation that controls, stigmatizes, and cheats innocent people, or sets up arms races with zero productive gains, should be a much bigger part of public discussions of the role of machines and software in ordering human affairs.

    2MA may set the stage for such a human-centered automation agenda. Its diagnosis of the problem of rapid automation (described in Part I below) is compelling. Its normative principles (II) are eclectic and often humane. But its policy vision (III) is not up to the challenge of channeling and sequencing automation. This review offers an alternative, while acknowledging the prescience and insight of B&M’s work.

    I. Automation’s Discontents

    For B&M, the acceleration of automation ranks with the development of agriculture, or the industrial revolution, as one of the “big stories” of human history (10-12). They offer an account of the “bounty and spread” to come from automation. “Bounty” refers to the increasing “volume, variety, and velocity” of any imaginable service or good, thanks to its digital reproduction or simulation (via, say, 3-D printing or robots). “Spread” is “ever-bigger differences among people in economic success” that they believe to be just as much an “economic consequence” of automation as bounty.[1]

    2MA briskly describes various human workers recently replaced by computers.  The poor souls who once penned corporate earnings reports for newspapers? Some are now replaced by Narrative Science, which seamlessly integrates new data into ready-made templates (35). Concierges should watch out for Siri (65). Forecasters of all kinds (weather, home sales, stock prices) are being shoved aside by the verdicts of “big data” (68). “Quirky,” a startup, raised $90 million by splitting the work of making products between a “crowd” that “votes on submissions, conducts research, suggest improvements, names and brands products, and drives sales” (87), and Quirky itself, which “handles engineering, manufacturing, and distribution.” 3D printing might even disintermediate firms like Quirky (36).

    In short, 2MA presents a kaleidoscope of automation realities and opportunities. B&M skillfully describe the many ways automation both increases the “size of the pie,” economically, and concentrates the resulting bounty among the talented, the lucky, and the ruthless. B&M emphasize that automation is creeping up the value chain, potentially substituting machines for workers paid better than the average.

    What’s missing from the book are the new wave of conflicts that would arise if those at very top of the value chain (or, less charitably, the rent and tribute chain) were to be replaced by robots and algorithms. When BART workers went on strike, Silicon Valley worthies threatened to replace them with robots. But one could just as easily call for the venture capitalists to be replaced with algorithms. Indeed, one venture capital firm added an algorithm to its board in 2013.  Travis Kalanick, the CEO of Uber, responded to a question on driver wage demands by bringing up the prospect of robotic drivers. But given Uber’s multiple legal and PR fails in 2014, a robot would probably would have done a better job running the company than Kalanick.

    That’s not “crazy talk” of communistic visions along the lines of Marx’s “expropriate the expropriators,” or Chile’s failed Cybersyn.[2]  Thiel Fellow and computer programming prodigy Vitaly Bukherin has stated that automation of the top management functions at firms like Uber and AirBnB would be “trivially easy.”[3] Automating the automators may sound like a fantasy, but it is a natural outgrowth of mantras (e.g., “maximize shareholder value”) that are commonplaces among the corporate elite. To attract and retain the support of investors, a firm must obtain certain results, and the short-run paths to attaining them (such as cutting wages, or financial engineering) are increasingly narrow.  And in today’s investment environment of rampant short-termism, the short is often the only term there is.

    In the long run, a secure firm can tolerate experiments. Little wonder, then, that the largest firm at the cutting edge of automation—Google—has a secure near-monopoly in search advertising in numerous markets. As Peter Thiel points out in his recent From Zero to One, today’s capitalism rewards the best monopolist, not the best competitor. Indeed, even the Department of Justice’s Antitrust Division appeared to agree with Thiel in its 1995 guidelines on antitrust enforcement in innovation markets. It viewed intellectual property as a good monopoly, the rightful reward to innovators for developing a uniquely effective process or product. And its partner in federal antitrust enforcement, the Federal Trade Commission, has been remarkably quiescent in response to emerging data monopolies.

    II. Propertizing Data

    For B&M, intellectual property—or, at least, the returns accruing to intellectual insight or labor—plays a critical role in legitimating inequalities arising out of advanced technologies.  They argue that “in the future, ideas will be the real scarce inputs in the world—scarcer than both labor and capital—and the few who provide good ideas will reap huge rewards.”[4] But many of the leading examples of profitable automation are not “ideas” per se, or even particularly ingenious algorithms. They are brute force feats of pattern recognition: for example, Google’s studying past patterns of clicks to see what search results, and what ads, are personalized to delight and persuade each of its hundreds of millions of users. The critical advantage there is the data, not the skill in working with it.[5] Google will demur, but if they were really confident, they’d license the data to other firms, confident that others couldn’t best their algorithmic prowess.  They don’t, because the data is their critical, self-reinforcing advantage. It is a commonplace in big data literatures to say that the more data one has, the more valuable any piece of it becomes—something Googlers would agree with, as long as antitrust authorities aren’t within earshot.

    As sensors become more powerful and ubiquitous, feats of automated service provision and manufacture become more easily imaginable.  The Baxter robot, for example, merely needs to have a trainer show it how to move in order to ape the trainer’s own job. (One is reminded of the stories of US workers flying to India to train their replacements how to do their job, back in the day when outsourcing was the threat du jour to U.S. living standards.)

    how to train a robot
    How to train a Baxter robot. Image source: Inc. 

    From direct physical interaction with a robot, it is a short step to, say, programmed holographic or data-driven programming.  For example, a surveillance camera on a worker could, after a period of days, months, or years, potentially record every movement or statement of the worker, and replicate it, in response to whatever stimuli led to the prior movements or statements of the worker.

    B&M appear to assume that such data will be owned by the corporations that monitor their own workers.  For example, McDonalds could train a camera on every cook and cashier, then download the contents into robotic replicas. But it’s just as easy to imagine a legal regime where, say, workers’ rights to the data describing their movements would be their property, and firms would need to negotiate to purchase the rights to it.  If dance movements can be copyrighted, so too can the sweeps and wipes of a janitor. Consider, too, that the extraordinary advances in translation accomplished by programs like Google Translate are in part based on translations by humans of United Nations’ documents released into the public domain.[6] Had the translators’ work not been covered by “work-made-for-hire” or similar doctrines, they might well have kept their copyrights, and shared in the bounty now enjoyed by Google.[7]

    Of course, the creativity of translation may be greater than that displayed by a janitor or cashier. Copyright purists might thus reason that the merger doctrine denies copyrightability to the one best way (or small suite of ways) of doing something, since the idea of the movement and its expression cannot be separated. Grant that, and one could still imagine privacy laws giving workers the right to negotiate over how, and how pervasively, they are watched. There are myriad legal regimes governing, in minute detail, how information flows and who has control over it.

    I do not mean to appropriate here Jaron Lanier’s ideas about micropayments, promising as they may be in areas like music or journalism. A CEO could find some critical mass of stockers or cooks or cashiers to mimic even if those at 99% of stores demanded royalties for the work (of) being watched. But the flexibility of legal regimes of credit, control, and compensation is under-recognized. Living in a world where employers can simply record everything their employees do, or Google can simply copy every website that fails to adopt “robots.txt” protection, is not inevitable. Indeed, according to renowned intellectual property scholar Oren Bracha, Google had to “stand copyright on its head” to win that default.[8]

    Thus B&M are wise to acknowledge the contestability of value in the contemporary economy.  For example, they build on the work of MIT economists Daron Acemoglu and David Autor to demonstrate that “skill biased technical change” is a misleading moniker for trends in wage levels.  The “tasks that machines can do better than humans” are not always “low-skill” ones (139). There is a fair amount of play in the joints in the sequencing of automation: sometimes highly skilled workers get replaced before those with a less complex and difficult-to-learn repertoire of abilities.  B&M also show that the bounty predictably achieved via automation could compensate the “losers” (of jobs or other functions in society) in the transition to a more fully computerized society. By seriously considering the possibility of a basic income (232), they evince a moral sensibility light years ahead of the “devil-take-the-hindmost” school of cyberlibertarianism.

    III. Proposals for Reform

    Unfortunately, some of B&M’s other ideas for addressing the possibility of mass unemployment in the wake of automation are less than convincing.  They praise platforms like Lyft for providing new opportunities for work (244), perhaps forgetting that, earlier in the book, they described the imminent arrival of the self-driving car (14-15). Of course, one can imagine decades of tiered driving, where the wealthy get self-driving cars first, and car-less masses turn to the scrambling drivers of Uber and Lyft to catch rides. But such a future seems more likely to end in a deflationary spiral than  sustainable growth and equitable distribution of purchasing power. Like the generation traumatized by the Great Depression, millions subjected to reverse auctions for their labor power, forced to price themselves ever lower to beat back the bids of the technologically unemployed, are not going to be in a mood to spend. Learned helplessness, retrenchment, and miserliness are just as likely a consequence as buoyant “re-skilling” and self-reinvention.

    Thus B&M’s optimism about what they call the “peer economy” of platform-arranged production is unconvincing.  A premier platform of digital labor matching—Amazon’s Mechanical Turk—has occasionally driven down the wage for “human intelligence tasks” to a penny each. Scholars like Trebor Scholz and Miriam Cherry have discussed the sociological and legal implications of platforms that try to disclaim all responsibility for labor law or other regulations. Lilly Irani’s important review of 2MA shows just how corrosive platform capitalism has become. “With workers hidden in the technology, programmers can treat [them] like bits of code and continue to think of themselves as builders, not managers,” she observes in a cutting aside on the self-image of many “maker” enthusiasts.

    The “sharing economy” is a glidepath to precarity, accelerating the same fate for labor in general as “music sharing services” sealed for most musicians. The lived experience of many “TaskRabbits,” which B&M boast about using to make charts for their book, cautions against reliance on disintermediation as a key to opportunity in the new digital economy. Sarah Kessler describes making $1.94 an hour labeling images for a researcher who put the task for bid on Mturk.  The median active TaskRabbit in her neighborhood made $120 a week; Kessler cleared $11 an hour on her best day.

    Resistance is building, and may create fairer terms online.  For example, Irani has helped develop a “Turkopticon” to help Turkers rate and rank employers on the site. Both Scholz and Mike Konczal have proposed worker cooperatives as feasible alternatives to Uber, offering drivers both a fairer share of revenues, and more say in their conditions of work. But for now, the peer economy, as organized by Silicon Valley and start-ups, is not an encouraging alternative to traditional employment. It may, in fact, be worse.

    Therefore, I hope B&M are serious when they say “Wild Ideas [are] Welcomed” (245), and mention the following:

    • Provide vouchers for basic necessities. . . .
    • Create a national mutual fund distributing the ownership of capital widely and perhaps inalienably, providing a dividend stream to all citizens and assuring the capital returns do not become too highly concentrated.
    • Depression-era Civilian Conservation Corps to clean up the environment, build infrastructure.

    Speaking of the non-automatable, we could add the Works Progress Administration (WPA) to the CCC suggestion above.  Revalue the arts properly, and the transition may even add to GDP.

    Soyer, Artists on the WPA
    Moses Soyer, “Artists on WPA” (1935). Image source: Smithsonian American Art Museum

    Unfortunately, B&M distance themselves from the ideas, saying, “we include them not necessarily to endorse them, but instead to spur further thinking about what kinds of interventions will be necessary as machines continue to race ahead” (246).  That is problematic, on at least two levels.

    First, a sophisticated discussion of capital should be at the core of an account of automation,  not its periphery. The authors are right to call for greater investment in education, infrastructure, and basic services, but they need a more sophisticated account of how that is to be arranged in an era when capital is extraordinarily concentrated, its owners have power over the political process, and most show little to no interest in long-term investment in the skills and abilities of the 99%. Even the purchasing power of the vast majority of consumers is of little import to those who can live off lightly taxed capital gains.

    Second, assuming that “machines continue to race ahead” is a dodge, a refusal to name the responsible parties running the machines.  Someone is designing and purchasing algorithms and robots. Illah Reza Nourbaksh’s Robot Futures suggests another metaphor:

    Today most nonspecialists have little say in charting the role that robots will play in our lives.  We are simply watching a new version of Star Wars scripted by research and business interests in real time, except that this script will become our actual world. . . . Familiar devices will become more aware, more interactive and more proactive; and entirely new robot creatures will share our spaces, public and private, physical and digital. . . .Eventually, we will need to read what they write, we will have to interact with them to conduct our business transactions, and we will often mediate our friendships through them.  We will even compete with them in sports, at jobs, and in business. [9]

    Nourbaksh nudges us closer to the truth, focusing on the competitive angle. But the “we” he describes is also inaccurate. There is a group that will never have to “compete” with robots at jobs or in business—rentiers. Too many of them are narrowly focused on how quickly they can replace needy workers with undemanding machines.

    For the rest of us, another question concerning automation is more appropriate: how much can we be stuck with? A black-card-toting bigshot will get the white glove treatment from AmEx; the rest are shunted into automated phone trees. An algorithm determines the shifts of retail and restaurant workers, oblivious to their needs for rest, a living wage, or time with their families.  Automated security guards, police, and prison guards are on the horizon. And for many of the “expelled,” the homines sacres, automation is a matter of life and death: drone technology can keep small planes on their tracks for hours, days, months—as long as it takes to execute orders.

    B&M focus on “brilliant technologies,” rather than the brutal or bumbling instances of automation.  It is fun to imagine a souped-up Roomba making the drudgery of housecleaning a thing of the past.  But domestic robots have been around since 2000, and the median wage-earner in the U.S. does not appear to be on a fast track to a Jetsons-style life of ease.[10] They are just as likely to be targeted by the algorithms of the everyday, as they are to be helped by them. Mysterious scoring systems routinely stigmatize persons, without them even knowing. They reflect the dark side of automation—and we are in the dark about them, given the protections that trade secrecy law affords their developers.

    IV. Conclusion

    Debates about robots and the workers “struggling to keep up” with them are becoming stereotyped and stale. There is the standard economic narrative of “skill-biased technical change,” which acts more as a tautological, post hoc, retrodictive, just-so story than a coherent explanation of how wages are actually shifting. There is cyberlibertarian cornucopianism, as Google’s Ray Kurzweil and Eric Schmidt promise there is nothing to fear from an automated future. There is dystopianism, whether intended as a self-preventing prophecy, or entertainment. Each side tends to talk past the other, taking for granted assumptions and values that its putative interlocutors reject out of hand.

    Set amidst this grim field, 2MA is a clear advance. B&M are attuned to possibilities for the near and far future, and write about each in accessible and insightful ways.  The authors of The Second Machine Age claim even more for it, billing it as a guide to epochal change in our economy. But it is better understood as the kind of “big idea” book that can name a social problem, underscore its magnitude, and still dodge the elaboration of solutions controversial enough to scare off celebrity blurbers.

    One of 2MA’s blurbers, Clayton Christensen, offers a backhanded compliment that exposes the core weakness of the book. “[L]earners and teachers alike are in a perpetual mode of catching up with what is possible. [The Second Machine Age] frames a future that is genuinely exciting!” gushes Christensen, eager to fold automation into his grand theory of disruption. Such a future may be exciting for someone like Christensen, a millionaire many times over who won’t lack for food, medical care, or housing if his forays fail. But most people do not want to be in “perpetually catching up” mode. They want secure and stable employment, a roof over their heads, decent health care and schooling, and some other accoutrements of middle class life. Meaning is found outside the economic sphere.

    Automation could help stabilize and cheapen the supply of necessities, giving more persons the time and space to enjoy pursuits of their own choosing. Or it could accelerate arms races of various kinds: for money, political power, armaments, spying, stock trading. As long as purchasing power alone—whether of persons or corporations—drives the scope and pace of automation, there is little hope that the “brilliant technologies” B&M describe will reliably lighten burdens that the average person experiences. They may just as easily entrench already great divides.

    All too often, the automation literature is focused on replacing humans, rather than respecting their hopes, duties, and aspirations. A central task of educators, managers, and business leaders should be finding ways to complement a workforce’s existing skills, rather than sweeping that workforce aside. That does not simply mean creating workers with skill sets that better “plug into” the needs of machines, but also, doing the opposite: creating machines that better enhance and respect the abilities and needs of workers.  That would be a “machine age” welcoming for all, rather than one calibrated to reflect and extend the power of machine owners.

    _____

    Frank Pasquale (@FrankPasquale) is a Professor of Law at the University of Maryland Carey School of Law. His recent book, The Black Box Society: The Secret Algorithms that Control Money and Information (Harvard University Press, 2015), develops a social theory of reputation, search, and finance.  He blogs regularly at Concurring Opinions. He has received a commission from Triple Canopy to write and present on the political economy of automation. He is a member of the Council for Big Data, Ethics, and Society, and an Affiliate Fellow of Yale Law School’s Information Society Project. He is a frequent contributor to The b2 Review Digital Studies section.

    Back to the essay
    _____

    [1] One can quibble with the idea of automation as necessarily entailing “bounty”—as Yves Smith has repeatedly demonstrated, computer systems can just as easily “crapify” a process once managed well by humans. Nor is “spread” a necessary consequence of automation; well-distributed tools could well counteract it. It is merely a predictable consequence, given current finance and business norms and laws.

    [2] For a definition of “crazy talk,” see Neil Postman, Stupid Talk, Crazy Talk: How We Defeat Ourselves by the Way We Talk and What to Do About It (Delacorte, 1976). For Postman, “stupid talk” can be corrected via facts, whereas “crazy talk” “establishes different purposes and functions than the ones we normally expect.” If we accept the premise of labor as a cost to be minimized, what better to cut than the compensation of the highest paid persons?

    [3] Conversation with Sam Frank at the Swiss Institute, Dec. 16, 2014, sponsored by Triple Canopy.

    [4] In Brynjolfsson, McAfee, and Michael Spence, “New World Order: Labor, Capital, and Ideas in the Power Law Economy,” an article promoting the book. Unfortunately, as with most statements in this vein, B&M&S give us little idea how to identify a “good idea” other than one that “reap[s] huge rewards”—a tautology all too common in economic and business writing.

    [5] Frank Pasquale, The Black Box Society (Harvard University Press, 2015).

    [6] Programs, both in the sense of particular software regimes, and the program of human and technical efforts to collect and analyze the translations that were the critical data enabling the writing of the software programs behind Google Translate.

    [9] Illah Reza Nourbaksh, Robot Futures (MIT Press, 2013), pp. xix-xx.

    [10] Erwin Prassler and Kazuhiro Kosuge, “Domestic Robotics,” in Bruno Siciliano and Oussama Khatib, eds., Springer Handbook of Robotics (Springer, 2008), p. 1258.

  • Frank Pasquale — Capital’s Offense: Law’s Entrenchment of Inequality (On Piketty, “Capital in the 21st Century”)

    Frank Pasquale — Capital’s Offense: Law’s Entrenchment of Inequality (On Piketty, “Capital in the 21st Century”)

    a review of Thomas Piketty, Capital in the Twenty-First Century (Harvard University Press, 2014)

    by Frank Pasquale

    ~

    Thomas Piketty’s Capital in the Twenty-First Century has succeeded both commercially and as a work of scholarship. Capital‘s empirical research is widely praised among economists—even by those who disagree with its policy prescriptions.  It is also the best-selling book in the century-long history of Harvard University Press, and a rare work of scholarship to reach the top spot on Amazon sales rankings.[1]

    Capital‘s main methodological contribution is to bring economic, sociological, and even literary perspectives to bear in a work of economics.[2] The book bridges positive and normative social science, offering strong policy recommendations for increased taxation of the wealthiest. It is also an exploration of historical trends.[3] In Capital, fifteen years of careful archival research culminate in a striking thesis: capitalism exacerbates inequality over time. There is no natural tendency for markets themselves, or even ordinary politics, to slow accumulation by top earners.[4]

    This review explains Piketty’s analysis and its relevance to law and social theory, drawing lessons for the re-emerging field of political economy. Piketty’s focus on long-term trends in inequality suggests that many problems traditionally explained as sector-specific (such as varied educational outcomes) are epiphenomenal with regard to increasingly unequal access to income and capital. Nor will a narrowing of purported “skills gaps” do much to improve economic security, since opportunity to earn money via labor matters far less in a world where capital is the key to enduring purchasing power. Policymakers and attorneys ignore Piketty at their peril, lest isolated projects of reform end up as little more than rearranging deck chairs amidst titanically unequal opportunities.

    Inequality, Opportunity, and the Rigged Game

    Capital weaves together description and prescription, facts and values, economics, politics, and history, with an assured and graceful touch. So clear is Piketty’s reasoning, and so compelling the enormous data apparatus he brings to bear, that few can doubt he has fundamentally altered our appreciation of the scope, duration, and intensity of inequality.[5]

    Piketty’s basic finding is that, absent extraordinary political interventions, the rate of return on capital (r) is greater than the rate of growth of the economy generally (g), which Piketty expresses via the now-famous formula r > g.[6] He finds that this relationship persists over time, and in the many countries with reliable data on wealth and income.[7] This simple inequality relationship has many troubling implications, especially in light of historical conflicts between capital and labor.

    Most persons support themselves primarily by wages—that is, what they earn from their labor. As capital takes more of economic output (an implication of r > g persisting over time), less is left for labor. Thus if we are concerned about unequal incomes and living standards, we cannot simply hope for a rising tide of growth to lift the fortunes of those in the bottom quintiles of the income and wealth distribution.  As capital concentrates, its owners take an ever larger share of income—unless law intervenes and demands some form of redistribution.[8] As the chart below (by Bard economist Pavlina Tcherneva, based on Piketty’s data) shows, we have now reached the point where the US economy is not simply distributing the lion’s share of economic gains to top earners; it is actively redistributing extant income of lower decile earners upwards:

    chart of doom

    In 2011, 93% of the gains in income during the economic “recovery” went to the top 1%.  From 2009 to 2011, “income gains to the top 1% … were 121% of all income increases,” because “incomes to the bottom 99% fell by 0.4%.”[9] The trend continued through 2012.

    Fractal inequality prevails up and down the income scale.[10] The top 15,000 tax returns in the US reported an average taxable income of $26 million in 2005—at least 400 times greater than the median return.[11] Moreover, Larry Bartels’s book, Unequal Democracy, graphs these trends over decades.[12] Bartels shows that, from 1945-2007, the 95th percentile did much better than those at lower percentiles.[13] He then shows how those at the 99.99th percentile did spectacularly better than those at the 99.9th, 99.5th, 99th, and 95th percentiles.[14] There is some evidence that even within that top 99.99th percentile, inequality reigned.  In 2005, the “Fortunate 400″—the 400 households with the highest earnings in the U.S.—made on average $213.9 million apiece, and the cutoff for entry into this group was a $100 million income—about four times the average income of $26 million prevailing in the top 15,000 returns.[15] As Danny Dorling observed in a recent presentation at the RSA, for those at the bottom of the 1%, it can feel increasingly difficult to “keep up with the Joneses,” Adelsons, and Waltons. Runaway incomes at the very top leave those slightly below the “ultra-high net worth individual” (UHNWI) cut-off ill-inclined to spread their own wealth to the 99%.

    Thus inequality was well-documented in these, and many other works, by the time Piketty published Capital—indeed, other authors often relied on the interim reports released by Piketty and his team of fellow inequality researchers over the past two decades.[16] The great contribution of Capital is to vastly expand the scope of the inquiry, over space and time. The book examines records in France going back to the 19th century, and decades of data in Germany, Japan, Great Britain, Sweden, India, China, Portugal, Spain, Argentina, Switzerland, and the United States.[17]

    The results are strikingly similar. The concentration of capital (any asset that generates income or gains in monetary value) is a natural concomitant of economic growth under capitalism—and tends to intensify if growth slows or stops.[18] Inherited fortunes become more important than those earned via labor, since the “miracle of compound interest” overwhelms any particularly hard-working person or ingenious idea. Once fortunes grow large enough, their owners can simply live off the interest and dividends they generate, without ever drawing on the principal. At the “escape velocity” enjoyed by some foundations and ultra-rich individuals, annual expenses are far less than annual income, precipitating ever-greater principal. This is Warren Buffett’s classic “snowball” of wealth—and we should not underestimate its ability to purchase the political favors that help constitute Buffettian “moats” around the businesses favored by the likes of Berkshire-Hathaway.[19]  Dynasties form and entrench their power.  If they can make capital pricey enough, even extraordinary innovations may primarily benefit their financers.

    Deepening the Social Science of Political Economy

    Just as John Rawls’s Theory of Justice laid a foundation for decades of writing on social justice, Piketty’s work is so generative that one could envision whole social scientific fields revitalized by it.[20] Political economy is the most promising, a long tradition of (as Piketty puts it) studying the “ideal role of the state in the economic and social organization of a country.”[21] Integrating the long-divided fields of politics and economics, a renewal of modern political economy could unravel “wicked problems” neither states nor markets alone can address.[22]

    But the emphasis in Piketty’s definition of political economy on “a country,” versus countries, or the world, is in tension with the global solutions he recommends for the regulation of capital. The dream of neoliberal globalization was to unite the world via markets.[23] Anti-globalization activists have often advanced a rival vision of local self-determination, predicated on overlaps between political and economic boundaries. State-bound political economy could theorize those units. But the global economy is, at present, unforgiving of autarchy and unlikely to move towards it.

    Capital tends to slip the bonds of states, migrating to tax havens. In the rarefied world of the global super-rich, financial privacy is a purchasable commodity.  Certainly there are always risks of discovery, or being taken advantage of by a disreputable tax shelter broker or shady foreign bank.  But for many wealthy individuals, tax havenry has been a rite of passage on the way to membership in a shadowy global elite. Piketty’s proposed global wealth tax would need international enforcement—for even the Foreign Accounts Tax Compliance Act (FATCA) imposed via America’s fading hegemony (and praised by Piketty) has only begun to address the problem of hidden (or runaway) wealth (and income).[24]

    It will be very difficult to track down the world’s hidden fortunes and tax them properly. Had Piketty consulted more legal sources, he may have acknowledged the problem more adequately in Capital. He recommends “automatic information exchange” among tax authorities, which is an excellent principle to improve enforcement. But actually implementing this principle could require fine-grained regulation of IT systems, deployment of whole new types of surveillance, and even uniform coding (via, say, standard legal entity identifiers, or LEIs) globally. More frankly acknowledging the difficulty of shepherding such legislation globally could have led to a more convincing (and comprehensive) examination of the shortcomings of globalized capitalism.

    In several extended interviews on Capital (with CNN Money, Econtalk, The New York Times, Huffington Post, and the New Republic, among others), Piketty pledges fealty to markets, praising their power to promote production and innovation. Never using the term “industrial policy” in his book, Piketty hopes that law may make the bounty of extant economic arrangements accessible to all, rather than changing the nature of those arrangements. But we need to begin to ask whether our very process of creating goods and services itself impedes better distribution of them.

    Unfortunately, mainstream economics itself often occludes this fundamental question. When distributive concerns arise, policymakers can either substantively intervene to reshape the benefits and burdens of commerce (a strategy economists tend to derogate as dirigisme), or may, post hoc, use taxes and transfer programs to redistribute income and wealth. For establishment economists, redistribution (happening after initial allocations by “the market”) is almost always considered more efficient than “distortion” of markets by regulation, public provision, or “predistribution.”[25]

    Tax law has historically been our primary way of arranging such redistribution, and Piketty makes it a focus of the concluding part of his book, called “Regulating Capital.” Piketty laments the current state of tax reporting and enforcement. Very wealthy individuals have developed complex webs of shell entities to hide their true wealth and earnings.[26] As one journalist observed, “Behind a New York City deed, there may be a Delaware LLC, which may be managed by a shell company in the British Virgin Islands, which may be owned by a trust in the Isle of Man, which may have a bank account in Liechtenstein managed by the private banker in Geneva. The true owner behind the structure might be known only to the banker.”[27] This is the dark side of globalization: the hidden structures that shield the unscrupulous from accountability.[28]

    The most fundamental tool of tax secrecy is separation: between persons and their money, between corporations and the persons who control them, between beneficial and nominal controllers of wealth. When money can pass between countries as easily as digital files, skilled lawyers and accountants can make it impossible for tax authorities to uncover the beneficial owners of assets (and the income streams generated by those assets).

    Piketty believes that one way to address inequality is strict enforcement of laws like America’s FATCA.[29] But the United States cannot accomplish much without pervasive global cooperation.  Thus the international challenge of inequality haunts Capital. As money concentrates in an ever smaller global “superclass” (to use David J. Rothkopf’s term), it’s easier for it to escape any ruling authority.[30] John Chung has characterized today’s extraordinary concentrations of wealth as a “death of reference” in our monetary system and its replacement with “a total relativity.”[31] He notes that “[i]n 2007, the average amount of annual compensation for the top twenty-five highest paid hedge fund managers was $892 million;” in the past few years, individual annual incomes in the group have reached two, three, or four billion dollars.  Today’s greatest hoards of wealth are digitized, as easily moved and hidden as digital files.

    We have no idea what taxes may be due from trillions of dollars in offshore wealth, or to what purposes it is directed.[32] In less-developed countries, dictators and oligarchs smuggle ill-gotten gains abroad.  Groups like Global Financial Integrity and the Tax Justice Network estimate that illicit financial flows out of poor countries (and into richer ones, often via tax havens) are ten times greater than the total sum of all development aid—nearly $1 trillion per year.  Given that the total elimination of extreme global poverty could cost about $175 billion per year for twenty years, this is not a trivial loss of funds—completely apart from what the developing world loses in the way of investment when its wealthiest residents opt to stash cash in secrecy jurisdictions.[33]

    An adviser to the Tax Justice Network once said that assessing money kept offshore is an “exercise in night vision,” like trying to measure “the economic equivalent of an astrophysical black hole.”[34] Shell corporations can hide connections between persons and their money, between corporations and the persons who control them, between beneficial and nominal owners. When enforcers in one country try to connect all these dots, there is usually another secrecy jurisdiction willing to take in the assets of the conniving. As the Tax Justice Network’s “TaxCast” exposes on an almost monthly basis, victories for tax enforcement in one developed country tend to be counterbalanced by a slide away from transparency elsewhere.

    Thus when Piketty recommends that “the only way to obtain tangible results is to impose automatic sanctions not only on banks but also on countries that refuse to require their financial institutions” to report on wealth and income to proper taxing authorities, one has to wonder: what super-institution will impose the penalties? Is this to be an ancillary function of the WTO?[35] Similarly, equating the imposition of a tax on capital with “the stroke of a pen” (568) underestimates the complexity of implementing such a tax, and the predictable forms of resistance that the wealth defense industry will engage in.[36] All manner of societal and cultural, public and private, institutions will need to entrench such a tax if it is to be a stable corrective to the juggernaut of r > g.[37]

    Given how much else the book accomplishes, this demand may strike some as a cavil—something better accomplished by Piketty’s next work, or by an altogether different set of allied social scientists.  But if Capital itself is supposed to model (rather than merely call for) a new discipline of political economy, it needs to provide more detail about the path from here to its prescriptions. Philosophers like Thomas Pogge and Leif Wenar, and lawyers like Terry Fisher and Talha Syed, have been quite creative in thinking through the actual institutional arrangements that could lead to better distribution of health care, health research, and revenues from natural resources.[38] They are not cited in Capital¸but their work could have enriched its institutional analysis greatly.

    An emerging approach to financial affairs, known as the Legal Theory of Finance (LTF), also offers illumination here, and should guide future policy interventions.  Led by Columbia Law Professor Katharina Pistor, an interdisciplinary research team of social scientists and attorneys have documented the ways in which law is constitutive of so-called financial markets.[39] Revitalizing the tradition of legal realism, Pistor has demonstrated the critical role of law in generating modern finance. Though law to some extent shapes all markets, in finance, its role is most pronounced.  The “products” traded are very little more than legal recognitions of obligations to buy or sell, own or owe. Their value can change utterly based on tiny changes to the bankruptcy code, SEC regulations, or myriad other laws and regulations.

    The legal theory of finance changes the dialogue about regulation of wealth.  The debate can now move beyond stale dichotomies like “state vs. market,” or even “law vs. technology.” While deregulationists mock the ability of regulators to “keep up with” the computational capacities of global banking networks, it is the regulators who made the rules that made the instantaneous, hidden transfer of financial assets so valuable in the first place. Such rules are not set in stone.

    The legal theory of finance also enables a more substantive dialogue about the central role of law in political economy. Not just tax rules, but also patent, trade, and finance regulation need to be reformed to make the wealthy accountable for productively deploying the wealth they have either earned or taken. Legal scholars have a crucial role to play in this debate—not merely as technocrats adjusting tax rules, but as advisors on a broad range of structural reforms that could ensure the economy’s rewards better reflected the relative contributions of labor, capital, and the environment.[40] Lawyers had a much more prominent role in the Federal Reserve when it was more responsive to workers’ concerns.[41]

    Imagined Critics as Unacknowledged Legislators

    A book is often influenced by its author’s imagined critics. Piketty, decorous in his prose style and public appearances, strains to fit his explosive results into the narrow range of analytical tools and policy proposals that august economists won’t deem “off the wall.”[42] Rather than deeply considering the legal and institutional challenges to global tax coordination, Piketty focuses on explaining in great detail the strengths and limitations of the data he and a team of researchers have been collecting for over a decade. But a renewed social science of political economy depends on economists’ ability to expand their imagined audience of critics, to those employing qualitative methodologies, to attorneys and policy experts working inside and outside the academy, and to activists and journalists with direct knowledge of the phenomena addressed.  Unfortunately, time that could have been valuably directed to that endeavor—either in writing Capital, or constructively shaping the extraordinary publicity the book received—has instead been diverted to shoring up the book’s reputation as rigorous economics, against skeptics who fault its use of data.

    To his credit, Piketty has won these fights on the data mavens’ own terms. The book’s most notable critic, Chris Giles at the Financial Times, tried to undermine Capital‘s conclusions by trumping up purported ambiguities in wealth measurement. His critique was rapidly dispatched by many, including Piketty himself.[43] Indeed, as Neil Irwin observed, “Giles’s results point to a world at odds not just with Mr. Piketty’s data, but also with that by other scholars and with the intuition of anyone who has seen what townhouses in the Mayfair neighborhood of London are selling for these days.”[44]

    One wonders if Giles reads his own paper. On any given day one might see extreme inequality flipping from one page to the next. For example, in a special report on “the fragile middle,” Javier Blas noted that no more than 12% of Africans earned over $10 per day in 2010—a figure that has improved little, if at all, since 1980.[45] Meanwhile, in the House & Home section on the same day, Jane Owen lovingly described the grounds of the estate of “His Grace Henry Fitzroy, the 12th Duke of Grafton.” The grounds cost £40,000 to £50,000 a year to maintain, and were never “expected to do anything other than provide pleasure.”[46] England’s revanchist aristocracy makes regular appearances in the Financial TimesHow to Spend It” section as well, and no wonder: as Oxfam reported in March, 2014, Britain’s five richest families have more wealth than its twelve million poorest people.[47]

    Force and Capital

    The persistence of such inequalities is as much a matter of law (and the force behind it to, say, disperse protests and selectively enforce tax regulations), as it is a natural outgrowth of the economic forces driving r and g. To his credit, Piketty does highlight some of the more grotesque deployments of force on behalf of capital. He begins Part I (“Income and Capital”) and ends Part IV (“Regulating Capital”) by evoking the tragic strike at the Lonmin Mine in South Africa in August 2012.  In that confrontation, “thirty-four strikers were shot dead” for demanding pay of about $1,400 a month (there were making about $700).[48] Piketty deploys the story to dramatize conflict over the share of income going to capital versus labor. But it also illustrates dynamics of corruption. Margaret Kimberley of Black Agenda Report claims that the union involved was coopted thanks to the wealth of the man who once ran it.[49] The same dynamics shine through documentaries like Big Men (on Ghana), or the many nonfiction works on oil exploitation in Africa. [50]

    Piketty observes that “foreign companies and stockholders are at least as guilty as unscrupulous African elites” in promoting the “pillage” of the continent.[51] Consider the state of Equatorial Guinea, which struck oil in 1995. By 2006, Equatoguineans had the third highest per capita income in the world, higher than many prosperous European countries.[52] Yet the typical citizen remains very poor. [53]  In the middle of the oil boom, an international observer noted that “I was unable to see any improvements in the living standards of ordinary people. In 2005, nearly half of all children under five were malnourished,” and “[e]ven major cities lack[ed] clean water and basic sanitation.”[54] The government has not demonstrated that things have improved much since them, despite ample opportunity to do so.  Poorly paid soldiers routinely shake people down for bribes, and the country’s president, Teodoro Obiang, has paid Moroccan mercenaries for his own protection.  A 2009 book noted that tensions in the country had reached a boiling point, as the “local Bubi people of Malabo” felt “invaded” by oil interests, other regions were “abandoned,” and self-determination movements decried environmental and human rights abuses.[55]

    So who did benefit from Equatorial Guinea’s oil boom?  Multinational oil companies, to be sure, though we may never know exactly how much profit the country generated for them—their accounting was (and remains) opaque.  The Riggs Bank in Washington, D.C. gladly handled accounts of President Obiang, as he became very wealthy.  Though his salary was reported to be $60,000 a year, he had a net worth of roughly $600 million by 2011.[56] (Consider, too, that such a fortune would not even register on recent lists of the world’s 1,500 or so billionaires, and is barely more than 1/80th the wealth of a single Koch brother.) Most of the oil companies’ payments to him remain shrouded in secrecy, but a few came to light in the wake of US investigations.  For example, a US Senate report blasted him for personally taking $96 million of his nation’s $130 million in oil revenue in 1998, when a majority of his subjects were malnourished.[57]

    Obiang’s sordid record has provided a rare glimpse into some of the darkest corners of the global economy.  But his story is only the tip of an iceberg of a much vaster shadow economy of illicit financial flows, secrecy jurisdictions, and tax evasion. Obiang could afford to be sloppy: as the head of a sovereign state whose oil reserves gave it some geopolitical significance, he knew that powerful patrons could shield him from the fate of an ordinary looter.  Other members of the hectomillionaire class (and plenty of billionaires) take greater precautions.  They diversify their holdings into dozens or hundreds of entities, avoiding public scrutiny with shell companies and pliant private bankers.  A hidden hoard of tens of trillions of dollars has accumulated, and likely throws off hundreds of billions of dollars yearly in untaxed interest, dividends, and other returns.[58] This drives a wedge between a closed-circuit economy of extreme wealth and the ordinary patterns of exchange of the world’s less fortunate.[59]

    The Chinese writer and Nobel Peace Prize winner Liu Xiaobo once observed that corruption in Beijing had led to an officialization of the criminal and the criminalization of the official.[60] Persisting even in a world of brutal want and austerity-induced suffering, tax havenry epitomizes that sinister merger, and Piketty might have sharpened his critique further by focusing on this merger of politics and economics, of private gain and public governance. Authorities promote activities that would have once been proscribed; those who stand in the way of such “progress” might be jailed (or worse).  In Obiang’s Equatorial Guinea, we see similar dynamics, as the country’s leader extracts wealth at a volume that could only be dreamed of by a band of thieves.

    Obiang’s curiously double position, as Equatorial Guinea’s chief law maker and law breaker, reflects a deep reality of the global shadow economy.  And just as “shadow banks” are rivalling more regulated banks in terms of size and influence, shadow economy tactics are starting to overtake old standards. Tax avoidance techniques that were once condemned are becoming increasingly acceptable.  Campaigners like UK Uncut and the Tax Justice Network try to shame corporations for opportunistically allocating profits to low-tax jurisdictions.[61] But CEOs still brag about their corporate tax unit as a profit center.

    When some of Republican presidential candidate Mitt Romney’s recherché tax strategies were revealed in 2012, Barack Obama needled him repeatedly.  The charges scarcely stuck, as Romney’s core constituencies aimed to emulate rather than punish their standard-bearer.[62] Obama then appointed a Treasury Secretary (Jack Lew), who had himself utilized a Cayman Islands account.  Lew was the second Obama Treasury secretary to suffer tax troubles: Tim Geithner, his predecessor, was also accused of “forgetting” to pay certain taxes in a self-serving way.  And Obama’s billionaire Commerce Secretary Penny Pritzker was no stranger to complex tax avoidance strategies.[63]

    Tax attorneys may characterize Pritzker, Lew, Geithner, and Romney as different in kind from Obiang.  But any such distinctions they make will likely need to be moral, rather than legal, in nature.  Sure, these American elites operated within American law—but Obiang is the law of Equatorial Guinea, and could easily arrange for an administrative agency to bless his past actions (even developed legal systems permit retroactive rulemaking) or ensure the legality of all future actions (via safe harbors).  The mere fact that a tax avoidance scheme is “legal” should not count for much morally—particularly as those who gain from prior US tax tweaks use their fortunes to support the political candidacies of those who would further push the law in their favor.

    Shadowy financial flows exemplify the porous boundary between state and market.  The book Tax Havens: How Globalization Really Works argues that the line between savvy tax avoidance and illegal tax evasion (or strategic money transfers and forbidden money laundering) is blurring.[64] Between our stereotypical mental images of dishonest tycoons sipping margaritas under the palm trees of a Caribbean tax haven, and a state governor luring a firm by granting it a temporary tax abatement, lie hundreds of subtler scenarios.  Dingy rows of Delaware, Nevada, and Wyoming file cabinets can often accomplish the same purpose as incorporating in Belize or Panama: hiding the real beneficiaries of economic activity.[65] And as one wag put it to journalist Nicholas Shaxson, “the most important tax haven in the world is an island”—”Manhattan.”[66]

    In a world where “tax competition” is a key to neoliberal globalization, it is hard to see how a global wealth tax (even if set at the very low levels Piketty proposes) supports (rather than directly attacks) existing market order. Political elites are racing to reduce tax liability to curry favor with the wealthy companies and individuals they hope to lure, serve, and bill.  The ultimate logic of that competition is a world made over in the image of Obiang’s Equatorial Guinea: crumbling infrastructure and impoverished citizenries coexisting with extreme luxury for a global extractive elite and its local enablers.  Books like Third World America, Oligarchy, and Captive Audience have already started chronicling the failure of the US tax system to fund roads, bridges, universal broadband internet connectivity, and disaster preparation.[67] As tax avoiding elites parley their gains into lobbying for rules that make tax avoidance even easier, self-reinforcing inequality seems all but inevitable.  Wealthy interests can simply fund campaigns to reduce their taxes, or to reduce the risk of enforcement to a nullity. As Ben Kunkel pointedly asks, “How are the executive committees of the ruling class in countries across the world to act in concert to impose Piketty’s tax on just this class?”[68]

    US history is instructive here. Congress passed a tax on the top 0.1% of earners in 1894, only to see the Supreme Court strike the tax down in a five to four decision.  After the 16th Amendment effectively repealed that Supreme Court decision, Congress steadily increased the tax on high income households.  From 1915 to 1918, the highest rate went from 7% to 77%, and over fifty-six tax brackets were set.  When high taxes were maintained for the wealthy after the war, tax evasion flourished.  At this point, as Jeffrey Winters writes, the government had to choose whether to “beef up law enforcement against oligarchs … , or abandon the effort and instead squeeze the same resources from citizens with far less material clout to fight back.”[69] Enforcement ebbed and flowed. But since then, what began by targeting the very wealthy has grown to include “a mass tax that burdens oligarchs at the same effective rate as their office staff and landscapers.”[70]

    The undertaxation of America’s wealthy has helped them capture key political processes, and in turn demand even less taxation.  The dynamic of circularity teaches us that there is no stable, static equilibrium to be achieved between regulators and regulated. The government is either pushing industry to realize some public values in its activities (say, by investing in sustainable growth), or industry is pushing its regulators to promote its own interests.[71] Piketty may worry that, if he too easily accepts this core tenet of politico-economic interdependence, he’ll be dismissed as a statist socialist. But until political economists do so, their work cannot do justice to the voices of those prematurely dead as a result of the relentless pursuit of profit—ranging from the Lonmin miners, to those crushed at Rana Plaza, to the spike of suicides provoked by European austerity and Indian microcredit gone wrong, to the thousands of Americans who will die early because they are stuck in states that refuse to expand Medicaid.[72] Contemporary political economy can only mature if capitalism’s ghosts constrain our theory and practice as pervasively as communism’s specter does.

    Renewing Political Economy

    Piketty has been compared to Alexis de Tocqueville: a French outsider capable of discerning truths about the United States that its own sages were too close to observe.  The function social equality played in Tocqueville’s analysis, is taken up by economic inequality in Piketty’s:  a set of self-reinforcing trends fundamentally reshaping the social order.[73] I’ve written tens of thousands of words on this inequality, but the verbal itself may be outmatched in the face of the numbers and force behind these trends.[74] As film director Alex Rivera puts it, in an interview with The New Inquiry:

    I don’t think we even have the vocabulary to talk about what we lose as contemporary virtualized capitalism produces these new disembodied labor relations. … The broad, hegemonic clarity is the knowledge that a capitalist enterprise has the right to seek out the cheapest wage and the right to configure itself globally to find it. … The next stage in this process…is for capital to configure itself to enable every single job to be put on the global market through the network.[75]

    Amazon’s “Mechanical Turk” has begun that process, supplying “turkers” to perform tasks at a penny each.[76] Uber, Lyft, TaskRabbit, and various “gig economy” imitators assure that micro-labor is on the rise, leaving micro-wages in its wake.[77] Workers are shifting from paid vacation to stay-cation to “nano-cation” to “paid time off” to hoarding hours to cover the dry spells when work disappears.[78] These developments are all predictable consequences of a globalization premised on maximizing finance rents, top manager compensation, and returns to shareholders.

    Inequality is becoming more outrageous than even caricaturists used to dare. The richest woman in the world (Gina Rinehart) has advised fellow Australians to temper their wage demands, given that they are competing against Africans willing to work for two dollars day.[79] Or consider the construct of Dogland, from Korzeniewicz and Moran’s 2009 book, Unveiling Inequality:

    The magnitude of global disparities can be illustrated by considering the life of dogs in the United States. According to a recent estimate … in 2007-2008 the average yearly expenses associated with owning a dog were $1425 … For sake of argument, let us pretend that these dogs in the US constitute their own nation, Dogland, with their average maintenance costs representing the average income of this nation of dogs.

    By such a standard, their income would place Dogland squarely as a middle-income nation, above countries such as Paraguay and Egypt. In fact, the income of Dogland would place its canine inhabitants above more than 40% of the world population. … And if we were to focus exclusively on health care expenditures, the gap becomes monumental: the average yearly expenditures in Dogland would be higher than health care expenditures in countries that account for over 80% of the world population.[80]

    Given disparities like this, wages cannot possibly reflect just desert: who can really argue that a basset hound, however adorable, has “earned” more than a Bangladeshi laborer? Cambridge economist Ha Joon Chang asks us to compare the job and the pay of transport workers in Stockholm and Calcutta. “Skill” has little to do with it. The former, drivers on clean and well-kept roads, may easily be paid fifty times more than the latter, who may well be engaged in backbreaking, and very skilled, labor to negotiate passengers among teeming pedestrians, motorbikes, trucks, and cars.[81]

    Once “skill-biased technological change” is taken off the table, the classic economic rationale for such differentials focuses on the incentives necessary to induce labor. In Sweden, for example, the government assures that a person is unlikely to starve, no matter how many hours a week he or she works. By contrast, in India, 42% of the children under five years old are malnourished.[82] So while it takes $15 or $20 an hour just to get the Swedish worker to show up, the typical Indian can be motivated to labor for much less. But of course, at this point the market rationale for the wage differential breaks down entirely, because the background set of social expectations of earnings absent work is epiphenomenal of state-guaranteed patterns of social insurance. The critical questions are: how did the Swedes generate adequate goods and services for their population, and the social commitment to redistribution necessary in order to assure that unemployment is not a death sentence? And how can such social arrangements create basic entitlements to food, housing, health care, and education, around the world?

    Piketty’s proposals for regulating capital would be more compelling if they attempted to answer questions like those, rather than focusing on the dry, technocratic aim of tax-driven wealth redistribution. Moreover, even within the realm of tax law and policy, Piketty will need to grapple with several enforcement challenges if a global wealth tax is to succeed. But to its great credit, Capital adopts a methodology capacious enough to welcome the contributions of legal academics and a broad range of social scientists to the study (and remediation) of inequality.[83] It is now up to us to accept the invitation, realizing that if we refuse, accelerating inequality will undermine the relevance—and perhaps even the very existence—of independent legal authority.


    _____

    Frank Pasquale (@FrankPasquale) is a Professor of Law at the University of Maryland Carey School of Law. His forthcoming book, The Black Box Society: The Secret Algorithms that Control Money and Information (Harvard University Press, 2015), develops a social theory of reputation, search, and finance.  He blogs regularly at Concurring Opinions. He has received a commission from Triple Canopy to write and present on the political economy of automation. He is a member of the Council for Big Data, Ethics, and Society, and an Affiliate Fellow of Yale Law School’s Information Society Project.

    Back to the essay
    _____

    [1] Dennis Abrams, Piketty’s “Capital”: A Monster Hit for Harvard U Press, Publishing Perspectives, at http://publishingperspectives.com/2014/04/pilkettys-capital-a-monster-hit-for-harvard-u-press/ (Apr. 29, 2014).

    [2] Intriguingly, one leading economist who has done serious work on narrative in the field, Dierdre McCloskey, offers a radically different (and far more positive) perspective on the nature of economic growth under capitalism. Evan Thomas, Has Thomas Piketty Met His Match?, http://www.spectator.co.uk/features/9211721/unequal-battle/. But this is to be expected as richer methodologies inform economic analysis. Sometimes the best interpretive social science leads not to consensus, but to ever sharper disagreement about the nature of the phenomena it describes and evaluates. Rather than trying to bury normative differences in jargon or flatten them into commensurable cost-benefit calculations, it surfaces them.

    [3] As Thomas Jessen Adams argues, “to understand how inequality has been overcome in the past, we must understand it historically.” Adams, The Theater of Inequality, at http://nonsite.org/feature/the-theater-of-inequality. Adams critiques Piketty for failing to engage historical evidence properly. In this review, I celebrate the book’s bricolage of methodological approaches as the type of problem-driven research promoted by Ian Shapiro.

    [4] Thomas Piketty, Capital in the Twenty-First Century 17 (Arthur Goldhammer trans., 2014).

    [5] Doug Henwood, The Top of the World, Book Forum, Apr. 2014,  http://www.bookforum.com/inprint/021_01/12987; Suresh Naidu, Capital Eats the World, Jacobin (May 30, 2014), https://www.jacobinmag.com/2014/05/capital-eats-the-world/.

    [6] Thomas Piketty, Capital in the Twenty-First Century 25 (Arthur Goldhammer trans., 2014).

    [7] Id.

    [8] As Piketty observes, war and revolution can also serve this redistributive function. Piketty, supra n. 3, at 20. Since I (and the vast majority of attorneys) do not consider violence a legitimate tool of social change, I do not include these options in my discussion of Piketty’s book.

    [9] Frank Pasquale, Access to Medicine in an Era of Fractal Inequality, 19 Annals of Health Law 269 (2010).

    [10] Charles R. Morris, The Two Trillion Dollar Meltdown: Easy Money, High Rollers, and the Great Credit Crash 139-40 (2009); see also Edward N. Wolff, Top Heavy: The Increasing Inequality of Wealth in America and What Can Be Done About It 36 (updated ed. 2002).

    [11] Yves Smith, Yes, Virginia, the Rich Continue to Get Richer: The Top 1% Get 121% of Income Gains Since 2009, Naked Capitalism (Feb. 13, 2013), http://www.nakedcapitalism.com/2013/02/yes-virginia-the-rich-continue-to-get-richer-the-1-got-121-of-income-gains-since-2009.html#XxsV2mERu5CyQaGE.99.

    [12] Larry M. Bartels, Unequal Democracy: The Political Economy of the New Gilded Age 8,10 (2010).

    [13] Id. at 8.

    [14] Id. at 10.

    [15] Tom Herman, There’s Rich, and There’s the ‘Fortunate 400′, Wall St. J., Mar. 5, 2008, http://online.wsj.com/article/SB120468366051012473.html.

    [16] See Thomas Piketty & Emmanuel Saez, The Evolution of Top Incomes: A Historical and International Perspective, 96 Am. Econ. Rev. 200, 204 (2006). 

    [17] Piketty, supra note 4, at 17. Note that, given variations in the data, Piketty is careful to cabin the “geographical and historical boundaries of this study” (27), and must “focus primarily on the wealthy countries and proceed by extrapolation to poor and emerging countries” (28).

    [18] Id. at 46, 571 (“In this book, capital is defined as the sum total of nonhuman assets that can be owned and exchanged on some market. Capital includes all forms of real property (including residential real estate) as well as financial and professional capital (plants, infrastructure, machinery, patents, and so on) used by firms and government agencies.”).

    [19] Alice Schroeder, The Snowball: Warren Buffett and the Business of Life (Bantam-Dell, 2008); Adam Levine-Weinberg, Warren Buffett Loves a Good Moat, at http://www.fool.com/investing/general/2014/06/30/warren-buffett-loves-a-good-moat.aspx.

    [20] John Rawls, A Theory of Justice (1971).

    [21] Piketty, supra note 4, at 540.

    [22] Atul Gawande, Something Wicked This Way Comes, New Yorker (June 28, 2012), http://www.newyorker.com/news/daily-comment/something-wicked-this-way-comes.

    [23] Philip Mirowski, Never Let a Serious Crisis Go to Waste: How Neoliberalism Survived the Financial Meltdown (2013).

    [24] The Foreign Account Tax Compliance Act (FATCA) was passed in 2010 as part of the Hiring Incentives to Restore Employment Act, Pub. L. No. 111-147, 124 Stat. 71 (2010), codified in sections 1471 to 1474 of the Internal Revenue Code, 26 U.S.C. §§ 1471-1474.  The law is effective as of 2014. It requires foreign financial institutions (FFIs) to report financial information about accounts held by United States persons, or pay a withholding tax. Id.

    [25] Christopher William Sanchirico, Deconstructing the New Efficiency Rationale, 86 Cornell L. Rev. 1003, 1005 (2001).

    [26] Nicholas Shaxson, Treasure Islands: Uncovering the Damage of Offshore Banking and Tax Havens (2012); Jeanna Smialek, The 1% May be Richer than You Think, Bloomberg, Aug. 7, 2014, at http://www.bloomberg.com/news/2014-08-06/the-1-may-be-richer-than-you-think-research-shows.html (collecting economics research).

    [27] Andrew Rice, Stash Pad: The New York real-estate market is now the premier destination for wealthy foreigners with rubles, yuan, and dollars to hide, N.Y. Mag., June 29, 2014, at http://nymag.com/news/features/foreigners-hiding-money-new-york-real-estate-2014-6/#.

    [28] Ronen Palan, Richard Murphy, and Christian Chavagneux, Tax Havens: How Globalization Really Works 272 (2009) (“[m]ore than simple conduits for tax avoidance and evasion, tax havens actually belong to the broad world of finance, to the business of managing the monetary resources of individuals, organizations, and countries.  They have become among the most powerful instruments of globalization, one of the principal causes of global financial instability, and one of the large political issues of our times.”).

    [29] 26 U.S.C. § 1471-1474 (2012); Itai Grinberg, Beyond FATCA: An Evolutionary Moment for the International Tax System (Georgetown Law Faculty, Working Paper No. 160, 2012), available at http://scholarship.law.georgetown.edu/cgi/viewcontent.cgi?article=1162&context=fwps_papers.

    [30] David Rothkopf, Superclass: The Global Power Elite and the World They Are Making (2009).

    [31] John Chung, Money as Simulacrum: The Legal Nature and Reality of Money, 5 Hasting Bus. L.J. 109,149 (2009).

    [32] James S. Henry, Tax Just. Network, The Price Of Offshore Revisited: New Estimates For “Missing” Global Private Wealth, Income, Inequality, And Lost Taxes 3 (2012), available at http://www.taxjustice.net/cms/upload/pdf/Price_of_Offshore_Revisited_120722.pdf; Scott Highman et al., Piercing the Secrecy of Offshore Tax Havens, Wash. Post (Apr. 6, 2013), http://www.washingtonpost.com/investigations/piercing-the-secrecy-of-offshore-tax-havens/2013/04/06/1551806c-7d50-11e2-a044-676856536b40_story.html.

    [33] Dev Kar & Devon Cartwright‐Smith, Center for Int’l Pol’y, Illicit Financial Flows from Developing Countries: 2002-2006 (2012); Jeffrey Sachs, The End of Poverty: Economic Possibilities for Our Time (2006); Ben Harack, How Much Would it Cost to End Extreme Poverty in the World?, Vision Earth, (Aug. 26, 2011), http://www.visionofearth.org/economics/ending-poverty/how-much-would-it-cost-to-end-extreme-poverty-in-the-world/.

    [34] Henry, supra note 68.

    [35] Piketty, supra note 4, at 523.

    [36] Jeffrey Winters coined the term “wealth defense industry” in his book, Oligarchy. See Frank Pasquale, Understanding Wealth Defense: Direct Action from the 0.1%, at http://www.concurringopinions.com/archives/2011/11/understanding-wealth-defense-direct-action-from-the-0-1.html.

    [37] For a similar argument, focusing on the historical specificity of the US parallel to the trente glorieuses, see  Thomas Jessen Adams, The Theater of Inequality, http://nonsite.org/feature/the-theater-of-inequality.

    [38] Thomas Pogge, The Health Impact Fund: Boosting Pharmaceutical Innovation Without Obstructing Free Access, 18 Cambridge Q. Healthcare Ethics 78 (2008) (proposing global R&D  fund);William Fisher III, Promise to Keep: Technology, Law, and the Future of Entertainment (2007); William W. Fisher & Talha Syed, Global Justice in Healthcare: Developing Drugs for the Developing World, 40 U.C. Davis L. Rev. 581 (2006).

    [39] Katharina Pistor, A Legal Theory of Finance, 41 J. Comp. Econ. 315 (2013); Law in Finance, 41 J. Comp. Econ (2013). Several other articles in the same journal issue discuss the implications of LTF for derivatives, foreign currency exchange, and central banking.

    [40] University of Chicago Law Professor Eric A. Posner and economist Glen Weyl recognize this in their review of Piketty, arguing that “the fundamental problem facing American capitalism is not the high rate of return on capital relative to economic growth that Piketty highlights, but the radical deviation from the just rewards of the marketplace that have crept into our society and increasingly drives talented students out of innovation and into finance.”  Posner & Weyl, Thomas Piketty Is Wrong: America Will Never Look Like a Jane Austen Novel, The New Republic, July 31, 2014, at http://www.newrepublic.com/article/118925/pikettys-capital-theory-misunderstands-inherited-wealth-today. See also Timothy A. Canova, The Federal Reserve We Need, 21 American Prospect 9 (October 2010), at http://prospect.org/article/federal-reserve-we-need.

    [41] Timothy Canova, The Federal Reserve We Need: It’s the Fed We Once Had, at http://prospect.org/article/federal-reserve-we-need; Justin Fox, How Economics PhDs Took Over the Federal Reserve, at http://blogs.hbr.org/2014/02/how-economics-phds-took-over-the-federal-reserve/.

    [42] Jack M. Balkin, From Off the Wall to On the Wall: How the Mandate Challenge Went Mainstream, Atlantic (June 4, 2012, 2:55 PM), http://www.theatlantic.com/national/archive/2012/06/from-off-the-wall-to-on-the-wall-how-the-mandate-challenge-went-mainstream/258040/ (Jack Balkin has described how certain arguments go from being ‘off the wall‘ to respectable in constitutional thought; economists have yet to take up that deflationary nomenclature for the evolution of ideas in their own field’s intellectual history. That helps explain the rising power of economists vis a vis lawyers, since the latter field’s honesty about the vagaries of its development diminishes its authority as a ‘science.’).  For more on the political consequences of the philosophy of social science, see Jamie Cohen-Cole, The Open Mind: Cold War Politics and the Sciences of Human Nature (2014), and Joel Isaac, Working Knowledge: Making the Human Sciences from Parsons to Kuhn (2012).

    [43] Chris Giles, Piketty Findings Undercut by Errors, Fin. Times (May 23, 2014, 7:00 PM), http://www.ft.com/intl/cms/s/2/e1f343ca-e281-11e3-89fd-00144feabdc0.html#axzz399nSmEKj; Thomas Piketty, Addendum: Response to FT, Thomas Piketty (May 28, 2014), http://piketty.pse.ens.fr/files/capital21c/en/Piketty2014TechnicalAppendixResponsetoFT.pdf; Felix Salmon, The Piketty Pessimist, Reuters (April 25, 2014), http://blogs.reuters.com/felix-salmon/2014/04/25/the-piketty-pessimist/.

    [44] Neil Irwin, Everything You Need to know About Thomas Piketty vs. The Financial Times, N.Y. Times (May 30, 2014), http://www.nytimes.com/2014/05/31/upshot/everything-you-need-to-know-about-thomas-piketty-vs-the-financial-times.html

    [45] Javier Blas, The Fragile Middle: Rising Inequality in Africa Weighs on New Consumers, Fin. Times (Apr. 18, 2014), http://www.ft.com/intl/cms/s/0/49812cde-c566-11e3-89a9-00144feabdc0.html#axzz399nSmEKj.

    [46] Jane Owen, Duke of Grafton Uses R&B to Restore Euston Hall’s Pleasure Grounds, Fin. Times (Apr. 18, 2014, 2:03 PM), http://www.ft.com/intl/cms/s/2/b49f6dd8-c3bc-11e3-870b-00144feabdc0.html#slide0.

    [47] Larry Elliott, Britain’s Five Richest Families Worth More Than Poorest 20%, Guardian, Mar. 16, 2014, http://www.theguardian.com/business/2014/mar/17/oxfam-report-scale-britain-growing-financial-inequality#101.

    [48] Piketty, supra note 4, at 570.

    [49] Margaret Kimberley, Freedom Rider: Miners Shot Down, Black Agenda Report (June 4, 2014), http://www.blackagendareport.com/content/freedom-rider-miners-shot-down.

    [50] Peter Maass, Crude World: The Violent Twilight of Oil (2009); Nicholas Shaxson, Poisoned Wells: The Dirty Politics of African Oil (2008).

    [51] Piketty, supra note 4, at 539.

    [52] Jad Mouawad, Oil Corruption in Equatorial Guinea, N.Y. Times Green Blog (July 9, 2009, 7:01 AM), http://green.blogs.nytimes.com/2009/07/09/oil-corruption-in-equatorial-guinea; Tina Aridas & Valentina Pasquali, Countries with the Highest GDP Average Growth, 2003–2013, Global Fin. (Mar. 7, 2013), http://www.gfmag.com/component/content/article/119-economic-data/12368-countries-highest-gdp-growth.html#axzz2W8zLMznX; CIA, The World Factbook 184 (2007).

    [53] Interview with President Teodoro Obiang of Equatorial Guinea, CNN’s Amanpour (CNN broadcast Oct. 5, 2012), transcript available at http://edition.cnn.com/TRANSCRIPTS/1210/05/ampr.01.html.

    [54] Peter Maass, A Touch of Crude, Mother Jones, Jan. 2005,http://www.motherjones.com/politics/2005/01/obiang-equatorial-guinea-oil-riggs.

    [55] Geraud Magrin & Geert van Vliet, The Use of Oil Revenues in Africa, in Governance of Oil in Africa: Unfinished Business 114 (Jacques Lesourne ed., 2009).

    [56] Interview with President Teodoro Obiang of Equatorial Guinea, supra note 89 .

    [57] S. Minority Staff of Permanent Subcomm. on Investigations, Comm. on Gov’t Affairs, 108th Cong., Rep. on Money Laundering and Foreign Corruption: Enforcement and Effectiveness of the Patriot Act 39-40 (Subcomm. Print 2004).

    [58] Henry, supra note 68 , at 6, 19-20.

    [59] Frank Pasquale, Closed Circuit Economics, New City Reader, Dec. 3, 2010, at 3, at http://neildonnelly.net/ncr/08_Business/NCR_Business_%5BF%5D_web.pdf.

    [60] Liu Xiaobo, No Enemies, No Hatred 102 (Perry Link, trans., 2012).

    [61] Jesse Drucker, Occupy Wall Street Stylists Pursue U.K. Tax Dodgers, Bloomberg News (June 11, 2013), http://www.businessweek.com/news/2013-06-11/occupy-wall-street-stylists-pursue-u-dot-k-dot-tax-dodgers.

    [62] Daniel J. Mitchell, Tax Havens Should Be Emulated, Not Prosecuted, CATO Inst. (Apr. 13, 2009, 12:36 PM), http://www.cato.org/blog/tax-havens-should-be-emulated-not-prosecuted.

    [63] Janet Novack, Pritzker Family Baggage: Tax Saving Offshore Trusts, Forbes (May 2, 2013, 8:20 PM), http://www.forbes.com/sites/janetnovack/2013/05/02/pritzker-family-baggage-tax-saving-offshore-trusts/.

    [64] Ronen Palan et al., Tax Havens: How Globalization Really Works (2013); see also Carolyn Nordstrom, Global Outlaws: Crime, Money, and Power in the Contemporary World (2007), and Loretta Napoleoni, Rogue Economics (2009).

    [65] Palan et al., supra note 100 .

    [66] Shaxson, supra note 86 , at 24.

    [67] Arianna Huffington, Third World America: How Our Politicians Are Abandoning the Middle Class and Betraying the American Dream (2011); Jeffrey A. Winters, Oligarchy (2011); Susan B. Crawford, Captive Audience: The Telecom Industry and Monopoly Power in the New Gilded Age (2014).

    [68] Benjamin Kunkel, Paupers and Richlings, 36 London Rev. Books 17 (2014) (reviewing Thomas Piketty, Capital in the Twenty-First Century).

    [69] Jeffrey A. Winters, Oligarchy and Democracy, Am. Interest, Sept. 28, 2011, http://www.the-american-interest.com/articles/2011/9/28/oligarchy-and-democracy/.

    [70] Id.

    [71]  James K. Galbraith, The Predator State: How Conservatives Abandoned the Free Market and Why Liberals Should, Too (2009).

    [72] Alex Duval Smith, South Africa Lonmin Mine Massacre Puts Nationalism Back on Agenda, Guardian (Aug. 29, 2012), http://www.theguardian.com/global-development/poverty-matters/2012/aug/29/south-africa-lonmin-mine-massacre-nationalisation; Charlie Campbell, Dying for Some New Clothes: Bangladesh’s Rana Plaza Tragedy, Time (Apr. 26, 2013), http://world.time.com/2013/04/26/dying-for-some-new-clothes-the-tragedy-of-rana-plaza/; David Stuckler, The Body Economic: Why Austerity Kills xiv (2013); Soutik Biswas, India’s Micro-Finance Suicide Epidemic, BBC (Dec. 16, 2010), http://www.bbc.com/news/world-south-asia-11997571; Michael P. O’Donnell, Further Erosion of Our Moral Compass: Failure to Expand Medicaid to Low-Income People in All States, 28 Am. J. Health Promotion iv (2013); Sam Dickman et al., Opting Out of Medicaid Expansion; The Health and Financial Impacts, Health Affairs Blog (Jan. 30, 2014), http://healthaffairs.org/blog/2014/01/30/opting-out-of-medicaid-expansion-the-health-and-financial-impacts/.

    [73] It would be instructive to compare political theorists’ varying models of Tocqueville’s predictive efforts, with Piketty’s sweeping r > g.  See, e.g., Roger Boesche, Why Could Tocqueville Predict So Well?, 11 Political Theory 79 (1983) (“Democracy in America endeavors to demonstrate how language, literature, the relations of masters and servants, the status of women, the family,  property, politics, and so forth, must change and align themselves in a new, symbiotic configuration as a result of the historical thrust toward equality”); Jon Elster, Alexis de Tocqueville:  the First Social Scientist (2012).

    [74] See, e.g., Frank Pasquale, Access to Medicine in an Era of Fractal Inequality, 19 Annals of Health Law 269 (2010); Frank Pasquale, The Cost of Conscience: Quantifying our Charitable Burden in an Era of Globalization, at http://papers.ssrn.com/sol3/papers.cfm?abstract_id=584741 (2004); Frank Pasquale, Diagnosing Finance’s Failures: From Economic Idealism to Lawyerly Realism, 6 India L. J. 2 (2012).

    [75] Malcolm Harris interview of Alex Rivera, Border Control, New Inquiry (July 2, 2012), http://thenewinquiry.com/features/border-control/.

    [76] Trebor Scholz, Digital Labor (Palgrave, forthcoming, 2015); Frank Pasquale, Banana Republic.com, Jotwell (Jan. 14, 2011), http://cyber.jotwell.com/banana-republic-com/.

    [77] The Rise of Micro-Labor, On Point with Tom Ashbrook (NPR Apr. 3, 2012, 10:00 AM), http://onpoint.wbur.org/2012/04/03/micro-labor-websites.

    [78] Vacation Time, On Point with Tom Ashbrook (NPR June 22, 2012, 10:00 AM), http://onpoint.wbur.org/2012/06/22/vacation-time.

    [79] Peter Ryan, Aussies Must Compete with $2 a Day Workers: Rinehart, ABC News (Sept. 25, 2012, 2:56 PM), http://www.abc.net.au/news/2012-09-05/rinehart-says-aussie-workers-overpaid-unproductive/4243866.

    [80] Roberto Patricio Korzeniewicz & Timothy Patrick Moran, Unveiling Inequality, at xv (2012).

    [81] Ha Joon Chang, 23 Things They Don’t Tell You About Capitalism 98 (2012).

    [82] Jason Burke, Over 40% of Indian Children Are Malnourished, Report Finds, Guardian (Jan. 10, 2012), http://www.theguardian.com/world/2012/jan/10/child-malnutrition-india-national-shame.

    [83] Paul Farmer observes that “an understanding of poverty must be linked to efforts to end it.” Farmer, In the Company of the Poor, at http://www.pih.org/blog/in-the-company-of-the-poor.  The same could be said of extreme inequality.