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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
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2:00PM Water Cooler 8/28/2017 | naked capitalism - 0 views

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    "Class Warfare "Towards a History of the Professional: On the Class Composition of the Research University" [Viewpoint Magazine]. From 2013, but it still looks interesting. By arrogating more power to the top layers of academic administrative elite, some in the academic profession saw the possibility of imbricating themselves into the same social class as capitalists, rather than simply serving them. Federal, state, and local laws changed to make students into consumers; courts ruled that public, non-profit universities could patent and own intellectual property; a new type of capital, venture capital, was developed to accelerate the transmission of research into products; and a sub-class of faculty, the adjunct, was formulated to teach the dregs of the expanding university system - those composing the massive undergraduate base, forced into higher education as a college degree became a de facto requirement for admission into any of the professions, and many other occupations. Graduate students and adjuncts took on the bulk of the teaching, freeing star faculty from the responsibility of lecturing to dullards for whom their words would be proverbial pearls before swine."
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New insights into the global silicon cycle - 0 views

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    Silicon is the second-most abundant element in Earth's crust and it plays a vital role in plant life, both on land and in the sea. Silicon is used by plants in tissue building, which helps to ward off herbivorous animals. In the ocean, phytoplankton consume enormous amounts of silicon; they get a constant supply courtesy of rivers and streams. And silicon winds up in rivers and streams due to erosion of silicon-containing rocks. Land plants also use silicon. They get it from the soil. In this new effort, the researchers began by noting that the terrestrial biogeochemical cycling of silicon (how it moves from plants back to the soil and then into plants again) is poorly understood. To gain a better understanding of how it works, they ventured to a part of Western Australia that, unlike other parts of the world, has not been impacted by Pleistocene glaciations. The soil there gave the researchers a look at the silicon cycle going back 2 million years.
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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.”
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The 'Neo-Banks' Are Finally Having Their Moment - The New York Times - 0 views

  • Venture capitalists are pouring money into American start-ups that are offering basic banking services — known as neo-banks or challenger banks. In 2018 so far, American neo-banks have gotten four times as much funding as they did last year, and 10 times as much funding as they did in 2015, according to data from CB Insights.
  • The new financial outfits are trying to replace the old, branch-based way of banking with a mobile phone-friendly account that does away with the fees that have made banking giants so unpopular.
  • “If you look ahead five years, there’s no way there will be a financial services industry that is charging consumers $30 billion a year in overdraft fees,” said Chris Britt, the chief executive of Chime. “We aim to shake that up, and I think a lot of other consumer companies will be doing the same thing.”
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How Facebook Is Throwing Our Brains Into Overdrive - Pacific Standard - 0 views

  • The human brain has always loved the dopamine rush of notifications, in any form; recent research indicates the unpredictable but ubiquitous updates of Gmail or Twitter carry the same neurological effect as rocking a slot machine. While Internet use is "not addictive in the same way as pharmacological substances are," as cognitive scientist Tom Stafford noted in 2013, we continually chase those unpredictable payoffs on Facebook and Instagram in ways that tend to mirror gambling or sex addictions, even if "Internet addiction" writ large currently holds an ambiguous position in the Diagnostic and Statistical Manual of Mental Disorders.
  • For products whose fundamental business proposition is harnessing attention, building those so-called "compulsion loops" isn't an accident of technology—it's the whole point. Indeed, observers have argued since Parker's "human psychology" flub last year that Facebook has not just meticulously measured, but fundamentally altered human behavior, and nascent technology ventures emboldened by Facebook's world-changing success have sought to translate the behavioral tricks that psychologist B.F. Skinner applied to the gambling kiosk to every mobile app under the sun. "When a gambler feels favored by luck, dopamine is released," Natasha Schüll, author of Addiction by Design: Machine Gambling in Las Vegas, told the Guardian in March. All Facebook managed to do was find a way to miniaturize the captivating logic of the slot machine—with no cost to the user but their time and attention.
  • While the human brain is tremendously plastic, that doesn't mean Facebook is savagely rewiring the human brain. Indeed, the Facebook users in the Cal State–Fullerton study "showed greater activation of their amygdala and striatum, brain regions that are involved in impulsive behavior," as Live Science's Tia Ghose reported at the time. Ghose continued: "But unlike in the brains of cocaine addicts, for instance, the Facebook users showed no quieting of the brain systems responsible for inhibition in the prefrontal cortex." Facebook isn't fundamentally rewiring the structure of the human brain, but its ubiquity has the same relative effect by kicking our rewards centers into overdrive.
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