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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
Steve Bosserman

The Boundary Between Our Bodies and Our Tech - Pacific Standard - 0 views

  • At the beginning of his recent book, The Internet of Us, Lynch uses a thought experiment to illustrate how thin this boundary is. Imagine a device that could implant the functions of a smartphone directly into your brain so that your thoughts could control these functions. It would be a remarkable extension of the brain's abilities, but also, in a sense, it wouldn't be all that different from our current lives, in which the varied and almost limitless connective powers of the smartphone are with us nearly 100 percent of the time, even if they aren't—yet—a physiological part of us.
  • The debate over what it means for us to be so connected all the time is still in its infancy, and there are wildly differing perspectives on what it could mean for us as a species. One result of these collapsing borders, however, is less ambiguous, and it's becoming a common subject of activism and advocacy among the technologically minded. While many of us think of the smartphone as a portal for accessing the outside world, the reciprocity of the device, as well as the larger pattern of our behavior online, means the portal goes the other way as well: It's a means for others to access us.
  • "This is where the fundamental democracy deficit comes from: You have this incredibly concentrated private power with zero transparency or democratic oversight or accountability, and then they have this unprecedented wealth of data about their users to work with," Weigel says. "We've allowed these private companies to take over a lot of functions that we have historically thought of as public functions or social goods, like letting Google be the world's library. Democracy and the very concept of social goods—that tradition is so eroded in the United States that people were ready to let these private companies assume control."
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  • Lynch, the University of Connecticut philosophy professor, also believes that one of our best hopes comes from the bottom up, in the form of actually educating people about the products that they spend so much time using. We should know and be aware of how these companies work, how they track our behavior, and how they make recommendations to us based on our behavior and that of others. Essentially, we need to understand the fundamental difference between our behavior IRL and in the digital sphere—a difference that, despite the erosion of boundaries, still stands."Whether we know it or not, the connections that we make on the Internet are being used to cultivate an identity for us—an identity that is then sold to us afterward," Lynch says. "Google tells you what questions to ask, and then it gives you the answers to those questions."
Steve Bosserman

Is Social Media Disconnecting Us From the Big Picture? - The New York Times - 0 views

  • User-generated content, by and large, is not lucrative at a scale that satisfies investors, and as a result, most social-media companies are changing direction toward other revenue streams. One of the more significant shifts is the move into social messaging.
  • These new messaging features work to bind private groups tighter together, by making it more fun to talk to one another than to engage with the world at large.
  • We are more interested in locating alien species than understanding the humanity among the species we already live with
Bill Fulkerson

How Complex Web Systems Fail - Part 2 - Production Ready - Medium - 0 views

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    "In his influential paper How Complex Systems Fail, Richard Cook shares 18 brilliant observations on the nature of failure in complex systems. Part 1 of this article was my attempt to translate the first nine of his observations into the context of web systems, i.e., the distributed systems behind modern web applications. In this second and final part, I'm going to complete the picture and cover the other half of Cook's paper. So let's get started with observation #10!"
Bill Fulkerson

America is not "polarized": it's a land where a small minority tyrannize the supermajority - 0 views

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    Of course the thing that all these policies have in common is that they would make life vastly better for nearly all of us, while making the super-rich a very little worse off. As Wu points out, this is not a picture of a "heavily polarized" nation, as the pundits would have it. These policies are wildly popular and are outside of the political mainstream because a minority have figured out how to suppress the will of the supermajority.
Steve Bosserman

Rediscovering Our Nature Instinct - 0 views

  • humans have a special capacity for perceiving and even anticipating natural phenomena and its patterns.
  • This innate sense has been largely forgotten, according to Gooley, because modern lifestyles demand we engage in mostly logical, deductive thinking, rather than using our intuition. Our ability to extract meaning from interrelated phenomena such as bird behavior, wind direction, plant growth, and sunlight has atrophied. By searching out these relationships and patterns in nature, Gooley writes, he has rediscovered a manner of experiencing the outdoors through intuition. With some practice, he assures us that we can, too.
  • Gooley describes the nature instinct as an awareness of the outdoors that allows him to observe and understand before conscious thought. He can sense direction from a tree or predict the behavior of animals, and only afterwards analyzes how he knew these things to be true. While he uses gut feeling or the sixth sense (a common but debunked theory of navigational aptitude in the 19th century and early 20th century), he settles instead on the term “fast thinking.”
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  • What makes us unique as a species — in ancient and modern form — seems to be the complexity of thought and diversity of cultural practices we use to accomplish highly-skilled tasks such as navigation or problem solving. Whether we grow up tracking animals in the Kalahari or riding subways to school, humans seem able to switch quickly between intuitive and analytical modes, to both directly experience and step out of that experience and employ logic.
  • Through deciphering nature, he ventures that we can develop a more metaphysical understanding of the world: the ability to discern the big picture from many parts. “God,” he writes, “is only shorthand for the belief that there is some deeper meaning behind the things we sense and beneath the universe as a whole.”
Steve Bosserman

Are we living in a post-truth era? Yes, but that's because we're a post-truth species. - 0 views

  • A cursory look at history reveals that propaganda and disinformation are nothing new. In fact, humans have always lived in the age of post-truth. Homo sapiens is a post-truth species, who conquered this planet thanks above all to the unique human ability to create and spread fictions. We are the only mammals that can cooperate with numerous strangers because only we can invent fictional stories, spread them around, and convince millions of others to believe in them. As long as everybody believes in the same fictions, we all obey the same laws and can thereby cooperate effectively.
  • The truth is, truth has never been high on the agenda of Homo sapiens. If you stick to unalloyed reality, few people will follow you. False stories have an intrinsic advantage over the truth when it comes to uniting people. If you want to gauge group loyalty, requiring people to believe an absurdity is a far better test than asking them to believe the truth. If the chief says the sun rises in the west and sets in the east, only true loyalists will clap their hands. Similarly, if all your neighbors believe the same outrageous tale, you can count on them to stand together in times of crisis. If they are willing to believe only accredited facts, what does that prove?
  • Yet the difference between holy books and money is far smaller than it might seem. When most people see a dollar bill, they forget that it is just a human convention. As they see the green piece of paper with the picture of the dead white man, they see it as something valuable in and of itself. They hardly ever remind themselves, “Actually, this is a worthless piece of paper, but because other people view it as valuable, I can make use of it.” If you observed a human brain in an fMRI scanner, you would see that as someone is presented with a suitcase full of hundred-dollar bills, the parts of the brain that start buzzing with excitement are not the skeptical parts but the greedy parts. Conversely, in the vast majority of cases people begin to sanctify the Bible or the Vedas only after long and repeated exposure to others who view it as sacred. We learn to respect holy books in exactly the same way we learn to respect paper currency.
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  • Humans have a remarkable ability to know and not know at the same time. Or, more correctly, they can know something when they really think about it, but most of the time they don’t think about it, so they don’t know it. If you really focus, you realize that money is fiction. But you usually don’t think about it. If you are asked about it, you know that soccer is a human invention. But in the heat of a match, nobody asks. If you devote the time and energy, you can discover that nations are elaborate yarns. But in the midst of a war, you don’t have the time and energy.
  • Truth and power can travel together only so far. Sooner or later they go their separate paths. If you want power, at some point you will have to spread fictions. If you want to know the truth about the world, at some point you will have to renounce power. You will have to admit things — for example, about the sources of your own power — that will anger allies, dishearten followers, or undermine social harmony.
  • As a species, humans prefer power to truth. We spend far more time and effort on trying to control the world than on trying to understand it — and even when we try to understand it, we usually do so in the hope that understanding the world will make it easier to control it. If you dream of a society in which truth reigns supreme and myths are ignored, you have little to expect from Homo sapiens. Better to try your luck with chimps.
Bill Fulkerson

Multifunctional Landscapes Would Be a Boon to Rural Vitality for the Midwest | Big Pict... - 0 views

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    "My long-term vision for a better rural farm policy in the future would include new wildlife corridors, agroforestry, walking paths and bike trails, natural prairies, restored wetlands, and a return to naturalized rivers. This would require returning some private land back to public land, of retiring a percentage of today's Midwestern farmland. These things would support wildlife, outdoors activities, and provide greater tourism opportunities in the Midwest. These things would protect the soil, water, and help with biodiversity compared to what it is today. They would also help to enhance the quality of life for those who are living in the Midwest and they would entice others to move there for new opportunities. And, more kids could grow up doing the outdoor activities that I did."
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