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Bill Fulkerson

Why a 400-Year Program of Modernist Thinking is Exploding | naked capitalism - 0 views

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    " Fearless commentary on finance, economics, politics and power Follow yvessmith on Twitter Feedburner RSS Feed RSS Feed for Comments Subscribe via Email SUBSCRIBE Recent Items Links 3/11/17 - 03/11/2017 - Yves Smith Deutsche Bank Tries to Stay Alive - 03/11/2017 - Yves Smith John Helmer: Australian Government Trips Up Ukrainian Court Claim of MH17 as Terrorism - 03/11/2017 - Yves Smith 2:00PM Water Cooler 3/10/2017 - 03/10/2017 - Lambert Strether Why a 400-Year Program of Modernist Thinking is Exploding - 03/10/2017 - Yves Smith Links 3/10/17 - 03/10/2017 - Yves Smith Why It Will Take a Lot More Than a Smartphone to Get the Sharing Economy Started - 03/10/2017 - Yves Smith CalPERS' General Counsel Railroads Board on Fiduciary Counsel Selection - 03/10/2017 - Yves Smith Another Somalian Famine - 03/10/2017 - Yves Smith Trade now with TradeStation - Highest rated for frequent traders Why a 400-Year Program of Modernist Thinking is Exploding Posted on March 10, 2017 by Yves Smith By Lynn Parramore, Senior Research Analyst at the Institute for New Economic Thinking. Originally published at the Institute for New Economic Thinking website Across the globe, a collective freak-out spanning the whole political system is picking up steam with every new "surprise" election, rush of tormented souls across borders, and tweet from the star of America's great unreality show, Donald Trump. But what exactly is the force that seems to be pushing us towards Armageddon? Is it capitalism gone wild? Globalization? Political corruption? Techno-nightmares? Rajani Kanth, a political economist, social thinker, and poet, goes beyond any of these explanations for the answer. In his view, what's throwing most of us off kilter - whether we think of ourselves as on the left or right, capitalist or socialist -was birthed 400 years ago during the period of the Enlightenment. It's a set of assumptions, a particular way of looking at the world that pushed out previous modes o
Bill Fulkerson

Anatomy of an AI System - 1 views

shared by Bill Fulkerson on 14 Sep 18 - No Cached
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    "With each interaction, Alexa is training to hear better, to interpret more precisely, to trigger actions that map to the user's commands more accurately, and to build a more complete model of their preferences, habits and desires. What is required to make this possible? Put simply: each small moment of convenience - be it answering a question, turning on a light, or playing a song - requires a vast planetary network, fueled by the extraction of non-renewable materials, labor, and data. The scale of resources required is many magnitudes greater than the energy and labor it would take a human to operate a household appliance or flick a switch. A full accounting for these costs is almost impossible, but it is increasingly important that we grasp the scale and scope if we are to understand and govern the technical infrastructures that thread through our lives. III The Salar, the world's largest flat surface, is located in southwest Bolivia at an altitude of 3,656 meters above sea level. It is a high plateau, covered by a few meters of salt crust which are exceptionally rich in lithium, containing 50% to 70% of the world's lithium reserves. 4 The Salar, alongside the neighboring Atacama regions in Chile and Argentina, are major sites for lithium extraction. This soft, silvery metal is currently used to power mobile connected devices, as a crucial material used for the production of lithium-Ion batteries. It is known as 'grey gold.' Smartphone batteries, for example, usually have less than eight grams of this material. 5 Each Tesla car needs approximately seven kilograms of lithium for its battery pack. 6 All these batteries have a limited lifespan, and once consumed they are thrown away as waste. Amazon reminds users that they cannot open up and repair their Echo, because this will void the warranty. The Amazon Echo is wall-powered, and also has a mobile battery base. This also has a limited lifespan and then must be thrown away as waste. According to the Ay
Bill Fulkerson

It's not all Pepes and trollfaces - memes can be a force for good - The Verge - 0 views

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    "How the 'emotional contagion' of memes makes them the internet's moral conscience By Allie Volpe Aug 27, 2018, 11:30am EDT Illustration by Alex Castro & Keegan Larwin SHARE Newly single, Jason Donahoe was perusing Tinder for the first time since it started integrating users' Instagram feeds. Suddenly, he had an idea: follow the Instagram accounts of some of the women he'd been interested in but didn't match with on the dating service. A few days later, he considered taking it a step further and direct messaging one of the women on Instagram. After all, the new interface of the dating app seemed to encourage users to explore other areas of potential matches' online lives, so why not take the initiative to reach out? Before he had a chance, however, he came across the profile of another woman whose Tinder photo spread featured a meme with Parks and Recreation character Jean-Ralphio Saperstein (Ben Schwartz) leaning into the face of Ben Wyatt (Adam Scott) with the caption: hey I saw you on Tinder but we didn't match so I found your Instagram you're so beautiful you don't need to wear all that makeup ahah I bet you get a lot of creepy dm's but I'm not like all those other guys message me back beautiful btw what's your snap "I was like, 'Oh shit, wow,'" Donahoe says. Seeing his potential jerk move laid out so plainly as a neatly generalized joke, he saw it in a new light. "I knew a) to be aware of that, and b) to cut that shit out … It prompted self-reflection on my part." THE MOST SUCCESSFUL MEMES STRIKE A CULTURAL CHORD AND CAN GUIDE AND EVEN INFLUENCE BEHAVIOR Donahoe says memes have resonated with him particularly when they depict a "worse, extreme version" of himself. For Donahoe, the most successful memes are more than just jokes. They "strike a societal, cultural chord" and can be a potent cocktail for self-reflection as tools that can guide and even influence behavior. In the months leading up to the 2016 US
Steve Bosserman

The Fourth Industrial Revolution: Proceedings of a Workshop-in Brief - 0 views

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    The Forum's perspective on present and future technological and societal changes is captured in their 'Principled Framework for the Fourth Industrial Revolution.' Philbeck explained the four principles that characterize the Fourth Industrial Revolution. * Think systems, not technologies. Individual technologies are interesting, but it is their systemic impact that matters. Emerging technologies challenge our societal values and norms, sometimes for good, but sometimes also in negative ways; the Fourth Industrial Revolution will have civilization-changing impact-on species, on the planet, on geopolitics, and on the global economy. Philbeck suggested that wealth creation and aggregation supported by this phase of technological innovation may challenge societal commitments to accessibility, inclusivity, and fairness and create the need for relentless worker re-education. As Philbeck stated, "The costs for greater productivity are often externalized to stakeholders who are not involved in a particular technology's development." * Empowering, not determining. The Forum urges an approach to the Fourth Industrial Revolution that honors existing social principles. "We need to take a stance toward technology and technological systems that empowers society and acts counter to fatalistic and deterministic views, so that society and its agency is not nullified," said Philbeck. "Technologies are not forces; we have the ability to shape them and decide on how they are applied." * Future by design, and not by default. Seeking a future by design requires active governance. There are many types of governance-by individuals, by governments, by civic society, and by companies. Philbeck argued that failure to pay attention to critical governance questions in consideration of the Fourth Industrial Revolution means societies are likely to allow undemocratic, random, and potentially malicious forces to shape the future of technological systems and th
Bill Fulkerson

The Soil Talks Back - 0 views

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    ]. "The narrow strip of soil around the plant's root teems with millions of microorganisms, making it one of the most complex ecosystems on earth. To determine whether the composition of this "root microbiome" triggers changes within the plant, postdoctoral fellow Dr. Elisa Korenblum and other members of a team headed by Prof. Asaph Aharoni of Weizmann's Plant and Environmental Sciences Department, created a hydroponic set-up in which they split the roots of tomato seedlings in two. In a series of experiments, the researchers placed one side of the split roots in vials, progressively diluting the soil suspensions several times. Each dilution altered the soil's microbial composition and reduced the diversity within the microbial community, so that the different suspensions ended up containing root microbiomes with high, medium and low diversity levels. The other side of the roots was submerged in a vial with a clean, soil-free solution. If the soil microbes communicate with the plant, one would expect to detect signs of their messages on both sides of the root system. That was exactly what the scientists found…. 'Our ultimate goal is to decipher the chemical language - one could call it 'Plantish' - used by plants and the soil to interact with one another,' Korenblum
Steve Bosserman

What does home mean if your bed is on the pavements of Paris? | Aeon Essays - 0 views

  • The American anthropologist Edward Fischer, paraphrasing Aristotle, said that the good life is ‘a life worth living’, or a journey towards ‘a fulfilled life’. It has to do with happiness but is not limited to it; it’s often – perhaps counterintuitively – linked to commitment and sacrifice, to the work of becoming a particular person. The French philosopher Michel Foucault in 1982 described these practices as technologies of the self. According to Foucault, the self is ‘not given to us … we have to create ourselves as a work of art’. My informants on the streets of Paris were striving – in their own ways – towards being better selves. I came to understand the activities, processes and routines that they engaged in – begging, making a shelter, accessing temporary housing, etc – as practices of the self geared towards a better life, as practices of homemaking on the street, as practices of hope.
  • Aside from François, others I met on the streets of Paris – such as Sabal from India, and Alex from Kosovo – talked about their engagement in such practices of hope. Following them through soup kitchens, drop-in centres, government institutions and homeless shelters, I observed two main ways in which they attempted to push for a better life. Both of them were connected to the idea of home: my informants in Paris were longing to find and go back to a homeland, often one from the past, while on a daily basis they were struggling to construct a home in order to survive. That was what a better life looked like for them.
  • Home, according to the Australian social scientist Shelley Mallett, is always suspended between the ideal and the real. It relates to ‘the activity performed by, with or in person’s things and places. Home is lived in the tension between the given and the chosen, then and now.’ While Sabal’s India was part of the ideal, what Alex was dealing with was closer to the ‘real’ side of this distinction. His home-making efforts were a continuous process of daily activities.
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  • For many of the homeless people I’ve met in both London and Paris, home was connected to a place they departed from and have a desire to return to – a place that carried what the English sociologist Liz Kenyon calls a right to return and a sense of one’s origin. Sara Ahmed’s 1999 study of migrants’ writing, particularly Asian women living in Britain, supports this view of home as something in the longer-term future. The British-Australian scholar wrote that home is often a destination, somewhere to travel to: ‘the space which is most like home, which is most comfortable and familiar, is not the space of inhabitance – I am here – but the very space in which one finds the self as almost, but not quite, at home. In such a space, the subject has a destination, an itinerary, indeed a future, but in having such as destination, has not yet arrived.’ Home is, in this sense, not about the present – and surely not a place of passive suffering – but about one’s hopes, about making home an imagined place where one has not yet arrived.
  • Home is exactly such a process, involving the material and the imaginative, social connections and mundane acts. Routines, habits and rhythms – often as simple as regularly visiting certain neighbourhoods, shelters and food kitchens – are important parts of this process, and are deeply connected to a temporal as well as spatial order. This focus on order is best expressed in the classical analysis of home by the English anthropologist Mary Douglas:[Home] is always a localisable idea. Home is located in space but it is not necessarily a fixed space. It does not need bricks and mortar, it can be a wagon, a caravan, a board, or a tent. It need not be a large space, but space there must be, for home starts by bringing some space under control.
  • François, who introduced me to the labour of begging, found something close to home in his daily practices. His home was fashioned by coming face to face with the city around him. These narratives show how far removed these people are from a state of passive suffering. Yes, there were moments of idleness and, for some, long phases of pain. But most of the people I met sleeping rough – independent of age, gender, tenure on the street and level of addiction – were striving, in their way, towards a better life: first on, and hopefully off, the street.
Bill Fulkerson

The Decision Matrix: How to Prioritize What Matters - 0 views

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    "Consequential and irreversible decisions are the ones that you really need to focus on. All of the time I saved from using this matrix didn't allow me to sip drinks on the beach. Rather, I invested it in the most important decisions, the ones I couldn't justify delegating. I also had another rule that proved helpful: unless the decision needed to be made on the spot, as some operational decisions do, I would take a 30-minute walk first. The key to successfully employing this in practice was to make sure everyone was on same page with the terms of consequential and reversible. At first, people checked with me but later, as the terms became clear, they just started deciding."
Bill Fulkerson

Implementing a quantum approximate optimization algorithm on a 53-qubit NISQ device - 0 views

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    A large team of researchers working with Google Inc. and affiliated with a host of institutions in the U.S., one in Germany and one in the Netherlands has implemented a quantum approximate optimization algorithm (QAOA) on a 53-qubit noisy intermediate-scale quantum (NISQ) device. In their paper published in the journal Nature Physics,, the group describes their method of studying the performance of their QAOA on Google's Sycamore superconducting 53-qubit quantum processor and what they learned from it. Boaz Barak with Harvard University has published a News & Views piece on the work done by the team in the same journal issue.
Steve Bosserman

Realignment and Legitimacy - 1 views

  • “The Constitutional Crisis Is Now” [Robert Reich, The American Prospect]. “If [Trump] refuses to accept the results [the 2020] election, as he threatened to do if he lost the 2016 election, he will have to be forcefully removed from office.” This is lunacy. In 2016, liberal Democrats floated the idea that “faithless electors” in the Electoral College should not appoint Trump — based on information from the “intelligence community” that the public was not allowed to see. From that day to this, liberal Democrats haven’t accepted the results of 2016, which is what the “Clinton won the popular vote” amounts to. Is the inability to look in the mirror a 10%-er deformation professionnelle?
  • “The Democratic Party unraveling is not good for America” [Ed Rogers, WaPo]. “The Democratic Party is not functioning as an umbrella organization or even a coalition. Instead, activists from Tom Steyer to George Soros to Planned Parenthood are operating independently*, doing things a political party otherwise would. These independent actors are pushing pet causes. Traditional party building isn’t one of them. Campaign finance reform and communication technologies have empowered wealthy individuals and collateral groups while at the same time inhibiting parties and individual campaigns. I say this not to kick the Democratic Party while it is down but because I believe in the two-party system…. We need reforms that empower parties and candidates and diminish the influence of deep-pocketed plutocrats and narrowly focused interest groups.” Rogers is a veteran of the Reagan and Bush White Houses, but he’s not wrong. NOTE * Maybe. When you start thinking, it’s hard to know where the boundaries of the Democrat Party really are. For example, are journalists who propagate Brock talking points in the party, or not? My instinct is to say that they are, but how is an institution with fluid boundaries like that to be named and categorized? Or how about an organization like Emily’s List, ostensibly independent, but directing donors only to Democrats? (And Donna Shalala, but not Alexandria Ocasio-Cortez. Or Cynthia Nixon. Or Zephyr Teachout. Really, Emily’s List? Really?)
  • UPDATE “One-time Ohio congressional district candidate arrested while streaming incident live on Facebook” [WHIOTV-7]. This is Sam Ronan, who ran for DNC chair and had good things to say about election rigging. The odd thing about this story, and everything I’ve seen on the Twitter, is that he was arrested at his house, and nobody is saying why the cops were there in the first place. Readers?
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  • UPDATE “Maine Supreme Judicial Court rules ranked-choice voting unconstitutional” [Bangor Daily News]. From May, still germane: “In a unanimous, 44-page opinion issued Tuesday, the Maine Supreme Judicial Court’s seven justices agreed with Attorney General Janet Mills, Secretary of State Matthew Dunlap and Republican legislators that the system violates a provision of the Maine Constitution that allows elections to be won by pluralities — and not necessarily majorities — of votes.” The political establishment really, really hates RCV.
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    "Realignment and Legitimacy "The Constitutional Crisis Is Now" [Robert Reich, The American Prospect]. "If [Trump] refuses to accept the results [the 2020] election, as he threatened to do if he lost the 2016 election, he will have to be forcefully removed from office." This is lunacy. In 2016, liberal Democrats floated the idea that "faithless electors" in the Electoral College should not appoint Trump - based on information from the "intelligence community" that the public was not allowed to see. From that day to this, liberal Democrats haven't accepted the results of 2016, which is what the "Clinton won the popular vote" amounts to. Is the inability to look in the mirror a 10%-er deformation professionnelle? "The Democratic Party unraveling is not good for America" [Ed Rogers, WaPo]. "The Democratic Party is not functioning as an umbrella organization or even a coalition. Instead, activists from Tom Steyer to George Soros to Planned Parenthood are operating independently*, doing things a political party otherwise would. These independent actors are pushing pet causes. Traditional party building isn't one of them. Campaign finance reform and communication technologies have empowered wealthy individuals and collateral groups while at the same time inhibiting parties and individual campaigns. I say this not to kick the Democratic Party while it is down but because I believe in the two-party system…. We need reforms that empower parties and candidates and diminish the influence of deep-pocketed plutocrats and narrowly focused interest groups." Rogers is a veteran of the Reagan and Bush White Houses, but he's not wrong. NOTE * Maybe. When you start thinking, it's hard to know where the boundaries of the Democrat Party really are. For example, are journalists who propagate Brock talking points in the party, or not? My instinct is to say that they are, but how is an institution with fluid boundaries like that to be named and cate
Steve Bosserman

The idea of intellectual property is nonsensical and pernicious - Samir Chopra | Aeon E... - 0 views

  • A general term is useful only if it subsumes related concepts in such a way that semantic value is added. If our comprehension is not increased by our chosen generalised term, then we shouldn’t use it. A common claim such as ‘they stole my intellectual property’ is singularly uninformative, since the general term ‘intellectual property’ obscures more than it illuminates. If copyright infringement is alleged, we try to identify the copyrightable concrete expression, the nature of the infringement and so on. If patent infringement is alleged, we check another set of conditions (does the ‘new’ invention replicate the design of the older one?), and so on for trademarks (does the offending symbol substantially and misleadingly resemble the protected trademark?) and trade secrets (did the enterprise attempt to keep supposedly protected information secret?) The use of the general term ‘intellectual property’ tells us precisely nothing.
  • Property is a legally constructed, historically contingent, social fact. It is founded on economic and social imperatives to distribute and manage material resources – and, thus, wealth and power. As the preface to a legal textbook puts it, legal systems of property ‘confer benefits and impose burdens’ on owners and nonowners respectively. Law defines property. It circumscribes the conditions under which legal subjects may acquire, and properly use and dispose of their property and that of others. It makes concrete the ‘natural right’ of holding property. Different sets of rules create systems with varying allocations of power for owners and others. Some grants of property rights lock in, preserve and reinforce existing relations of race, class or gender, stratifying society and creating new, entrenched, propertied classes. Law makes property part of our socially constructed reality, reconfigurable if social needs change.
  • ‘Property’ is a legal term with overwhelming emotive, expressive and rhetorical impact. It is regarded as the foundation of a culture and as the foundation of an economic system. It pervades our moral sense, our normative order. It has ideological weight and propaganda value. To use the term ‘intellectual property’ is to partake of property’s expressive impact in an economic and political order constructed by property’s legal rights. It is to suggest that if property is at play, then it can be stolen, and therefore must be protected with the same zeal that the homeowner guards her home against invaders and thieves.
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  • What about the common objection that without ‘intellectual property’ the proverbial starving artist would be at the mercy of giant corporations, who have existing market share and first-mover advantage? It is important to disaggregate the necessity and desirability of the protections of the various legal regimes of copyright, patents, trademarks and trade secrets from that of the language of ‘intellectual property’. Current copyright, patent, trade-secret and trademark law do not need to be completely rejected. Their aims are rather more modest: the reconfiguration of legal rules and protections in an economy and culture in which the nature of creative goods and how they are made, used, shared, modified and distributed has changed. Such advocacy is not against, for instance, copyright protections. Indeed, in the domain of free and open-source software, it is copyright law – through the use of artfully configured software licences that do not restrain users in the way that traditional proprietary software licences do – that protects developers and users. And neither do copyright reformers argue that plagiarists be somehow rewarded; they do not advocate that anyone should be able to take a copyrighted work, put their name on it, and sell it.
  • This public domain is ours to draw upon for future use. The granting of temporary leases to various landlords to extract monopoly rent should be recognised for what it is: a limited privilege for our benefit. The use of ‘intellectual property’ is a rhetorical move by one partner in this conversation, the one owning the supposed ‘property right’. There is no need for us to play along, to confuse one kind of property with another or, for that matter, to even consider the latter kind of object any kind of property at all. Doing so will not dismantle the elaborate structures of rules we have built in order to incentivise artistic and scientific work. Rather, it will make it possible for that work to continue.
Steve Bosserman

We Need an FDA For Algorithms: UK mathematician Hannah Fry on the promise and danger of... - 0 views

  • Right now other people are making lots of money on our data. So much money. I think the one that stands out for me is a company called Palantir, founded by Peter Thiel in 2003. It’s actually one of Silicon Valley’s biggest success stories, and is worth more than Twitter. Most people have never heard of it because it’s all operating completely behind the scenes. This company and companies like it have databases that contain every possible thing you can ever imagine, on you, and who you are, and what you’re interested in. It’s got things like your declared sexuality as well as your true sexuality, things like whether you’ve had a miscarriage, whether you’ve had an abortion. Your feelings on guns, whether you’ve used drugs, like, all of these things are being packaged up, inferred, and sold on for huge profit.
  • Do we need to develop a brand-new intuition about how to interact with algorithms? It’s not on us to change that as the users. It’s on the people who are designing the algorithms to make their algorithms to fit into existing human intuition.
Steve Bosserman

Escape to another world | 1843 - 0 views

  • What these individuals are not doing is clear enough, says Erik Hurst, an economist at the University of Chicago, who has been studying the phenomenon. They are not leaving home; in 2015 more than 50% lived with a parent or close relative. Neither are they getting married. What they are doing, Hurst reckons, is playing video games. As the hours young men spent in work dropped in the 2000s, hours spent in leisure activities rose nearly one-for-one. Of the rise in leisure time, 75% was accounted for by video games. It looks as though some small but meaningful share of the young-adult population is delaying employment or cutting back hours in order to spend more time with their video game of choice.
  • People work for many reasons – to occupy their time, to find purpose in life and to contribute to society, among other things – but the need to earn money typically comes top of the list. Money puts food on the table, clothes in the wardrobe and a roof overhead. Yet these days, satisfying those needs in the most basic way does not take an especially large income, particularly for those with the option of depending on family members for assistance. The reason to work harder and earn more than the minimum needed to survive is, in part, the desire to have something more than the bare necessities – nice meals, rather than the cheapest calories available, a car, holidays abroad, a home full of books and art. Much of the work we do is intended to earn the money to afford a few luxuries to add to our comfort and enrich our lives.Yet we face a trade-off. The harder we work, the less time we have to enjoy the luxuries our labour affords us. The more lavish the luxuries we seek, the more we must earn to acquire them, and the longer and harder we find ourselves working.
  • Stand back, however, and the implications are far more substantial than this. One can just about spot the vision of a distant, near-workless future in the habits of young gamers. If good things in life can be had for very little money, then working hard to have more than very little money looks less attractive. The history of the industrial era has been one in which technology has reduced the proportion of income devoted to necessities like food while providing vast new possibilities for consumption. As this happened, the hours worked by the typical person declined.
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  • A life spent buried in video games, scraping by on meagre pay from irregular work or dependent on others, might seem empty and sad. Whether it is emptier and sadder than one spent buried in finance, accumulating points during long hours at the office while neglecting other aspects of life, is a matter of perspective. But what does seem clear is that the choices we make in life are shaped by the options available to us. A society that dislikes the idea of young men gaming their days away should perhaps invest in more dynamic difficulty adjustment in real life. And a society which regards such adjustments as fundamentally unfair should be more tolerant of those who choose to spend their time in an alternate reality, enjoying the distractions and the succour it provides to those who feel that the outside world is more rigged than the game.
Bill Fulkerson

How the Global Left Destroyed Itself (or, All Sex Is Not Rape) | naked capitalism - 0 views

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    "My take on this issue is that the neoliberal use of identity politics continue and extends the cultural inculcation of individuals seeing themselves engaging with other in one-to-one transactions (commerce, struggles over power and status) and has the effect of diverting their focus and energy on seeing themselves as members of groups with common interests and operating that way, and in particular, of seeing the role of money and property, which are social constructs, in power dynamics."
Steve Bosserman

How We Made AI As Racist and Sexist As Humans - 0 views

  • Artificial intelligence may have cracked the code on certain tasks that typically require human smarts, but in order to learn, these algorithms need vast quantities of data that humans have produced. They hoover up that information, rummage around in search of commonalities and correlations, and then offer a classification or prediction (whether that lesion is cancerous, whether you’ll default on your loan) based on the patterns they detect. Yet they’re only as clever as the data they’re trained on, which means that our limitations—our biases, our blind spots, our inattention—become theirs as well.
  • The majority of AI systems used in commercial applications—the ones that mediate our access to services like jobs, credit, and loans— are proprietary, their algorithms and training data kept hidden from public view. That makes it exceptionally difficult for an individual to interrogate the decisions of a machine or to know when an algorithm, trained on historical examples checkered by human bias, is stacked against them. And forget about trying to prove that AI systems may be violating human rights legislation.
  • Data is essential to the operation of an AI system. And the more complicated the system—the more layers in the neural nets, to translate speech or identify faces or calculate the likelihood someone defaults on a loan—the more data must be collected.
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  • But not everyone will be equally represented in that data.
  • And sometimes, even when ample data exists, those who build the training sets don’t take deliberate measures to ensure its diversity
  • The power of the system is its “ability to recognize that correlations occur between gender and professions,” says Kathryn Hume. “The downside is that there’s no intentionality behind the system—it’s just math picking up on correlations. It doesn’t know this is a sensitive issue.” There’s a tension between the futuristic and the archaic at play in this technology. AI is evolving much more rapidly than the data it has to work with, so it’s destined not just to reflect and replicate biases but also to prolong and reinforce them.
  • Accordingly, groups that have been the target of systemic discrimination by institutions that include police forces and courts don’t fare any better when judgment is handed over to a machine.
  • A growing field of research, in fact, now looks to apply algorithmic solutions to the problems of algorithmic bias.
  • Still, algorithmic interventions only do so much; addressing bias also demands diversity in the programmers who are training machines in the first place.
  • A growing awareness of algorithmic bias isn’t only a chance to intervene in our approaches to building AI systems. It’s an opportunity to interrogate why the data we’ve created looks like this and what prejudices continue to shape a society that allows these patterns in the data to emerge.
  • Of course, there’s another solution, elegant in its simplicity and fundamentally fair: get better data.
Bill Fulkerson

Is Peer Review a Good Idea? | The British Journal for the Philosophy of Science | Oxfor... - 0 views

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    Prepublication peer review should be abolished. We consider the effects that such a change will have on the social structure of science, paying particular attention to the changed incentive structure and the likely effects on the behaviour of individual scientists. We evaluate these changes from the perspective of epistemic consequentialism. We find that where the effects of abolishing prepublication peer review can be evaluated with a reasonable level of confidence based on presently available evidence, they are either positive or neutral. We conclude that on present evidence abolishing peer review weakly dominates the status quo.
Bill Fulkerson

'Tis the Season for Shame and Judgment - The Atlantic - 0 views

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    Pandemic shaming, a national pastime since the spring, intensified in the weeks leading up to Thanksgiving. Thousands waited in line, some for many hours, for a preholiday coronavirus test, only to be rebuked as careless, selfish violators of public-health rules. "I do want people to understand that testing on Thursday so you can party on Saturday: That doesn't work," said Barbara Ferrer, Los Angeles County's director of public health. "It's not effective, and you really are in some ways wasting a valuable resource." Those long lines included people whose families were begging them to visit; students whose campuses had just closed for the semester; and people who were observing state rules requiring visitors to get tested 72 hours before arriving. Yet even people who were trying to be careful weren't spared from criticism: Many news articles and comments from public officials portrayed Thanksgiving travelers, regardless of the precautions they were taking, as irresponsible people. On social media, they were maligned as #covidiots, recklessly endangering themselves and their loved ones.
Steve Bosserman

Changing the Narrative - Acumen: Ideas - Medium - 0 views

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    There are 2.5 billion people on earth without access to a toilet. That is one in three of us. When we hear the statistic, it can sound so big as to be overwhelming. Or at least impossible to solve. We'd prefer not to think about what it means. We throw up our hands. We look away.
Bill Fulkerson

Understanding Society: Observation, measurement, and explanation - 0 views

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    "What these examples have in common is that they illustrate two of the key tasks of the social sciences: to measure important social variables over time and space, and to identify the social mechanisms that lead to variation in these variables. There are large problems of methodology and conceptual clarification that need to be addressed in both parts of this agenda. On the side of measurement, we have the problems of arriving at consistent and revealing definitions of economic wellbeing, using incomplete historical sources to reconstruct estimates of prices and wages, and using a range of statistical methods to validate and interpret the results. And on the explanatory side, we are faced with the difficult task of reconstructing social processes and forces in the past that may have powered the changes we are able to document, and with the task of validating the hypotheses we have put forward on the basis of historical evidence."
Steve Bosserman

Reddit's Alexis Ohanian warns 'hustle porn' is 'most toxic, dangerous thing' in tech in... - 0 views

  • While the term “hustle porn” may not be well known, it’s easily understood:“It is this idea that unless you are suffering, unless you are grinding, unless you are working every hour of every day and posting about it on Instagram, you are not working hard enough,” he told the audience. “Do not let hustle porn win here. And do not let it infect your brain … It is such bullshit. Such utter bullshit. And the worst part about it is it has deleterious effects, not just on your business, but on your personal wellbeing.”
Bill Fulkerson

Causal Inference Book | Miguel Hernan | Harvard T.H. Chan School of Public Health - 0 views

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    "My colleague Jamie Robins and I are working on a book that provides a cohesive presentation of concepts of, and methods for, causal inference. Much of this material is currently scattered across journals in several disciplines or confined to technical articles. We expect that the book will be of interest to anyone interested in causal inference, e.g., epidemiologists, statisticians, psychologists, economists, sociologists, political scientists, computer scientists… The book is divided in 3 parts of increasing difficulty: causal inference without models, causal inference with models, and causal inference from complex longitudinal data. We are making drafts of selected book sections available on this website. The idea is that interested readers can submit suggestions or criticisms before the book is published. To share any comments, please email me or visit @causalinference on Facebook. To cite the book, please use "Hernán MA, Robins JM (2018). Causal Inference. Boca Raton: Chapman & Hall/CRC, forthcoming.""
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