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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

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
Steve Bosserman

The Time Based Economy - Amar SINGH Kaleka - Medium - 0 views

  • If it works, then why in the world are we not basing our whole economy on the finite construct of “time”? It would nearly be infallible, versus the legacy commodities model, which is full of holes and reject-able logic.A “time based economy” can be used with any nation state, group, or community based economics model. To make it simple, the value at the transaction would be time dollars in the form of a digital debit.
  • In the time based economy, each person enrolled, anywhere in the world would have an online account which is controlled by the debit card (not a citizenship card).
  • The time based economy primarily functions through the education, civics, and knowledge sector.
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  • This new education model would then become the basis of the global economy, like the base of a pyramid. During these years, and throughout their education, each child would pay for their own education through “time dollars”.
  • It would become the first global economy which standardizes and binds the economic trade of all market forces, known and unknown, to the only universal equality on this planet: time.
Steve Bosserman

It's time to regulate the gig economy | openDemocracy - 0 views

  • Although it would seem straightforward that the laws protecting workers should also apply to workers in what is described as the ‘gig economy’ or ‘platform-based work’, there is much debate – and confusion – on this issue. This lack of clarity stems in part from the novelty of platform-based work. There has also been an effort to conceal the nature of platform-based work through buzzwords such as ‘favours’, ‘rides’, and ‘tasks’ as well as the practice common to many platforms of classifying their workers as independent contractors. Platform-based work includes ‘crowdwork’ and ‘work-on-demand via apps’. In crowdwork, workers complete small jobs or tasks through online platforms, such as Amazon Mechanical Turk, Crowdflower, and Clickworker.  In ‘work-on-demand via apps,’ workers perform duties such as providing transport, cleaning, home repairs, or running errands, but the workers learn about these jobs through mobile apps, from companies such as Uber, Taskrabbit, and Handy. The jobs are performed locally.
  • Platforms mediate extensively the transactions they have with their workers, and also between the customers and the workers.  Platforms often fix the price of the service as well as define the terms and conditions of the service, or they allow the clients to define the terms (but not the worker). The platform may define the schedule or the details of the work, including instructing workers to wear uniforms, to use specific tools, or to treat customers in a particular way. Many platforms have performance review systems that allow customers to rate the workers and they use these ratings to limit the ability of lower-rated workers to access jobs, including by excluding workers from their system. The amount of direction and discipline that clients and platforms impose on workers, in many instances amounts to the degree of control that is normally reserved to employers and is normally accompanied by labour protections such as the minimum wage, limits on working time, and contributions to social security. This recent ILO study provides more detailed analysis on these features of platform-based work.
Steve Bosserman

Will the Sharing Economy End Capitalism as We Know It? | POV | OZY - 0 views

  • With even nursing at risk of becoming an on-call gig-working Uber-like profession, the model could bring about the end of employment and become the main way of organizing labor in the new economy, thinks Sundararajan. But problems arise when casual side hustles turn into full-time gigs. We have “painstakingly” built a system of worker protections, minimum wages, regulations and pension schemes that “transformed full-time employment from something that was pretty reprehensible 100 years ago to something that looks pretty good in many countries today,” says Sundararajan. How will a crowd-based economy look after its workers?
Steve Bosserman

How Do We Reclaim Control Of Our Lives When the Economy Looms So Grim? | naked capitalism - 0 views

  • What he found was that—in the absence of a perpetually-growing economy—community and culture are key. He quotes, for example, the historian Juliet Schor’s view of working life in the Middle Ages: “The medieval calendar was filled with holidays …These were spent both in sober churchgoing and in feasting, drinking and merrymaking …All told, holiday leisure time in medieval England took up probably about one third of the year. And the English were apparently working harder than their neighbors. The ancien régime in France is reported to have guaranteed fifty-two Sundays, ninety rest days, and thirty-eight holidays. In Spain, travelers noted that holidays totaled five months per year.”
  • Reading this took me back to a childhood fed by TV programmes like the BBC’s Tomorrow’s World, which had informed me that by now robots would be doing all the menial work, leaving humans free to relax and enjoy an abundance of leisure time. So it came as a shock to realise that the good folk of the Middle Ages were enjoying far more of it than we are in our technologically-advanced society. What gives? Fleming explains, “In a competitive market economy a large amount of roughly-equally-shared leisure time – say, a three-day working week, or less – is hard to sustain, because any individuals who decide to instead work a full week can produce for a lower price (by working longer hours than the competition they can produce a greater quantity of goods and services, and thus earn the same wage by selling each one more cheaply). These more competitive people would then be fully employed, and would put the more leisurely out of business completely. This is what puts the grim into reality.”
Steve Bosserman

Modeling the global economic impact of AI | McKinsey - 0 views

  • The role of artificial intelligence (AI) tools and techniques in business and the global economy is a hot topic. This is not surprising given that AI might usher in radical—arguably unprecedented—changes in the way people live and work. The AI revolution is not in its infancy, but most of its economic impact is yet to come.
  • New research from the McKinsey Global Institute attempts to simulate the impact of AI on the world economy. First, it builds on an understanding of the behavior of companies and the dynamics of various sectors to develop a bottom-up view of how to adopt and absorb AI technologies. Second, it takes into account the likely disruptions that countries, companies, and workers are likely to experience as they transition to AI. There will very probably be costs during this transition period, and they need to be factored into any estimate. The analysis examines how economic gains and losses are likely to be distributed among firms, employees, and countries and how this distribution could potentially hamper the capture of AI benefits. Third, the research examines the dynamics of AI for a wide range of countries—clustered into groups with similar characteristics—with the aim of giving a more global view.
  • The analysis should be seen as a guide to the potential economic impact of AI based on the best knowledge available at this stage. Among the major findings are the following: There is large potential for AI to contribute to global economic activity A key challenge is that adoption of AI could widen gaps among countries, companies, and workers
Steve Bosserman

Want a more equal society? Universal Basic Income might not be the policy you are looki... - 0 views

  • Those who seek a radical departure from capitalism see UBI as part of a radical platform to move away from a world in which work is central to our lives, identities and economies. In their book Inventing the Future, Alex Williams and Nick Srnicek argue that UBI is a fundamental part of delivering a new economy in which citizens have much greater freedom over when and if they work.
  • What this shows is that for UBI to be a viable proposition at these levels, there would need to be a fundamental transformation in the ownership of the economy. Williams and Srnicek acknowledge this, arguing that UBI will only work in combination with large scale and collectively owned automation, a reduction in the working week and a shift in social attitudes around the value of the ‘work ethic’.
  • Action on relative poverty is important, and inequality is not cost free. As Kate Pickett and Richard Wilkinson show in their book ‘The Spirit Level’, countries with higher rates of inequality perform worse against a range of social outcomes – physical health, mental health, drug abuse, education, imprisonment, obesity, social mobility, trust and community life.
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  • However, unless we are to engage in a radical economic transformation which drastically increases common ownership of economy, it is unlikely that Universal Basic Income on its own will do more than lock us into our current predicament. In the meantime, we need to look for equally radical policies which make a much more material difference to the lives of those on low incomes and who suffer from structural inequalities. Proponents of UBI need to go big or go home.
Steve Bosserman

What is the gig economy? - The Washington Post - 0 views

  • The unemployment rate is at a 17-year low, but stagnant wages, chronic underemployment and growing inequality are leading more Americans to take on so-called side hustles. Some want to supplement their incomes. Others are just trying to eke out a living. Nearly 1 in 4 Americans now earn money from the digital “platform economy,” according to the Pew Research Center. Most of that work is for domestic tasks, such as housecleaning and repairs, or driving for companies such as Uber.
  • But labor experts say companies such as Snag Work could set a dangerous precedent. Employers are already wary of hiring full-time employees because of overtime and health-care costs, they say, and having a pool of potential gig workers at the ready could make matters worse for those seeking the stability, benefits and protections that come with full-time work.
Bill Fulkerson

The Great Affordability Crisis Breaking America - The Atlantic - 0 views

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    But beyond the headline economic numbers, a multifarious and strangely invisible economic crisis metastasized: Let's call it the Great Affordability Crisis. This crisis involved not just what families earned but the other half of the ledger, too-how they spent their earnings. In one of the best decades the American economy has ever recorded, families were bled dry by landlords, hospital administrators, university bursars, and child-care centers. For millions, a roaring economy felt precarious or downright terrible.
Bill Fulkerson

Don't Lose the Thread. The Economy Is Experiencing an Epic Collapse of Demand. - The Ne... - 0 views

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    A rip in the fabric of the economy won't be healed easily, and denial of the severity of the crisis won't solve it.
Bill Fulkerson

The emergence of strategic capitalism: Geoeconomics, corporate statecraft and the repur... - 0 views

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    The article describes this dynamic, in which the rise of China plays a central role, and argues that the dynamic between state geoeconomic measures and corporate statecraft will define how far the global economy will depart from the current market orientation and how much it will be subject to national strategic choices.
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