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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

Political economy of covid-19: extractive, regressive, competitive | The BMJ - 0 views

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    The common challenge of covid-19 has produced very different outcomes around the world, leading to many questions about the determinants of national performance and shortcomings in global performance. Problems of reporting and standards do not make precise comparisons easy, but few would disagree that the roughly 1400 deaths reported by South Korea, Thailand, and Vietnam together represent far better results than the roughly 700 000 deaths reported by Brazil, the United Kingdom, and the United States.1 Adjusting these figures for population-the first group has about a third of the citizens of the second group-does not explain why covid-19 mortality differs by a factor of nearly 500. Neither typical proxy measures such as gross national income per capita nor national rankings on the 2019 Global Health Security Index have any meaningful association with performance on covid-19.2
Bill Fulkerson

SARS-CoV-2 viral load predicts COVID-19 mortality - The Lancet Respiratory Medicine - 0 views

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    Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) detection platforms currently report qualitative results. However, technology based on RT-PCR allows for calculation of viral load, which is associated with transmission risk and disease severity in other viral illnesses.1 Viral load in COVID-19 might correlate with infectivity, disease phenotype, morbidity, and mortality. To date, no studies have assessed the association between viral load and mortality in a large patient cohort.2, 3, 4 To our knowledge, we are the first to report on SARS-CoV-2 viral load at diagnosis as an independent predictor of mortality in a large hospitalised cohort (n=1145).
Bill Fulkerson

The U.S. shale-oil industry may collapse, new report says, after Goldman warns crude is... - 0 views

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    The U.S. shale-oil industry may collapse due to the sharp fall in oil prices because of the coronavirus pandemic, a new influential report predicts. The demand for and price of oil tumbled due to the economic slowdown and have since begun to recover, but Australian think tank the Institute for Economics and Peace warns that a low price will affect political regimes in the Middle East, especially in Saudi Arabia, Iraq and Iran.
Steve Bosserman

Will AI replace Humans? - FutureSin - Medium - 0 views

  • According to the World Economic Forum’s Future of Jobs report, some jobs will be wiped out, others will be in high demand, but all in all, around 5 million jobs will be lost. The real question is then, how many jobs will be made redundant in the 2020s? Many futurists including Google’s Chief Futurist believe this will necessitate a universal human stipend that could become globally ubiquitous as early as the 2030s.
  • AI will optimize many of our systems, but also create new jobs. We don’t know the rate at which it will do this. Research firm Gartner further confirms the hypothesis of AI creating more jobs than it replaces, by predicting that in 2020, AI will create 2.3 million new jobs while eliminating 1.8 million traditional jobs.
  • In an era where it’s being shown we can’t even regulate algorithms, how will we be able to regulate AI and robots that will progressively have a better capacity to self-learn, self-engineer, self-code and self-replicate? This first wave of robots are simply robots capable of performing repetitive tasks, but as human beings become less intelligent trapped in digital immersion, the rate at which robots learn how to learn will exponentially increase.How do humans stay relevant when Big Data enables AI to comb through contextual data as would a supercomputer? Data will no longer be the purvey of human beings, neither medical diagnosis and many other things. To say that AI “augments” human in this respect, is extremely naive and hopelessly optimistic. In many respects, AI completely replaces the need for human beings. This is what I term the automation economy.
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  • If China, Russia and the U.S. are in a race for AI supremacy, the kind of manifestations of AI will be so significant, they could alter the entire future of human civilization.
  • THE EXPONENTIAL THREATFrom drones, to nanobots to 3D-printing, automation could lead to unparalleled changes to how we live and work. In spite of the increase in global GDP, most people’s quality of living is not likely to see the benefit as it will increasingly be funneled into the pockets of the 1%. Capitalism then, favors the development of an AI that’s fundamentally exploitative to the common global citizen.Just as we exchanged our personal data for convenience and the illusion of social connection online, we will barter convenience for a world a global police state where social credit systems and AI decide how much of a “human stipend” (basic income) we receive. Our poverty or the social privilege we are born into, may have a more obscure relationship to a global system where AI monitors every aspect of our lives.Eventually AI will itself be the CEOs, inventors, master engineers and creator of more efficient robots. That’s when we will know that AI has indeed replaced human beings. What will Google’s DeepMind be able to do with the full use of next-gen quantum computing and supercomputers?
  • Artificial Intelligence Will Replace HumansTo argue that AI and robots and 3D-printing and any other significant technology won’t impact and replace many human jobs, is incredibly irresponsible.That’s not to say humans won’t adapt, and even thrive in more creative, social and meaningful work!That AI replacing repetitive tasks is a good thing, can hardly be denied. But will it benefit all globally citizens equally? Will ethics, common sense and collective pragmatism and social inclusion prevail over profiteers?Will younger value systems such as decentralization and sustainable living thrive with the advances of artificial intelligence?Will human beings be able to find sufficient meaning in a life where many of them won’t have a designated occupation to fill their time?These are the question that futurists like me ponder, and you should too.
Steve Bosserman

Are You Creditworthy? The Algorithm Will Decide. - 0 views

  • The decisions made by algorithmic credit scoring applications are not only said to be more accurate in predicting risk than traditional scoring methods; its champions argue they are also fairer because the algorithm is unswayed by the racial, gender, and socioeconomic biases that have skewed access to credit in the past.
  • Algorithmic credit scores might seem futuristic, but these practices do have roots in credit scoring practices of yore. Early credit agencies, for example, hired human reporters to dig into their customers’ credit histories. The reports were largely compiled from local gossip and colored by the speculations of the predominantly white, male middle class reporters. Remarks about race and class, asides about housekeeping, and speculations about sexual orientation all abounded.
  • By 1935, whole neighborhoods in the U.S. were classified according to their credit characteristics. A map from that year of Greater Atlanta comes color-coded in shades of blue (desirable), yellow (definitely declining) and red (hazardous). The legend recalls a time when an individual’s chances of receiving a mortgage were shaped by their geographic status.
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  • These systems are fast becoming the norm. The Chinese Government is now close to launching its own algorithmic “Social Credit System” for its 1.4 billion citizens, a metric that uses online data to rate trustworthiness. As these systems become pervasive, and scores come to stand for individual worth, determining access to finance, services, and basic freedoms, the stakes of one bad decision are that much higher. This is to say nothing of the legitimacy of using such algorithmic proxies in the first place. While it might seem obvious to call for greater transparency in these systems, with machine learning and massive datasets it’s extremely difficult to locate bias. Even if we could peer inside the black box, we probably wouldn’t find a clause in the code instructing the system to discriminate against the poor, or people of color, or even people who play too many video games. More important than understanding how these scores get calculated is giving users meaningful opportunities to dispute and contest adverse decisions that are made about them by the algorithm.
Bill Fulkerson

Researchers report new approach to cultured meat - 0 views

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    Humans are largely omnivores, and meat has featured in the diets of most cultures. However, with the increasing population and pressure on the environment, traditional methods of meeting this fundamental food requirement are likely to fall short. Now, researchers at the University of Tokyo report innovative biofabrication of bovine muscle tissue in the laboratory that may help meet escalating future demands for dietary meat.
Steve Bosserman

Snapchat update: Election Day-themed filters urge millennials to get out and vote - 0 views

  • It's a logical move for Snapchat to encourage its users to vote. The app reaches 41% of all 18- to 34-year-olds in the U.S. daily, a Nielsen study reported, according to the Wall Street Journal. Another survey conducted for Variety by Defy Media revealed that 30% of Snapchat users used the app to get news for the 2016 presidential campaign.  Millennials — people between the ages of 18 through 35 — make up approximately 31% of the overall electorate, NPR reported. It is also the group that has had the lowest voter turnout out of any other age group — just 46% voted in the 2012 presidential election. 
Steve Bosserman

AI and automation are about to implode blue collar jobs - 0 views

  • Lots of high-minded technological thinkers, particularly Elon Musk, have proposed a universal basic income, a form of wealth distribution that ensures every citizen receives a baseline income whether or not they are employed, as a likely solution to the problem of workforce automation. But the White House report takes a more somber approach, describing a basic income as “giving up on the possibility of workers’ remaining employed.” Instead, the report suggests a number of policy proposals (like Obama’s national free community college initiative, and expanded unemployment benefits) as ways of actively facilitating the transition into a more AI driven economy.
Bill Fulkerson

Why do American CEOs get paid so much? | James K Galbraith | Opinion | The Guardian - 0 views

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    "new report from the Economic Policy Institute calls attention to the hardy perennial of how much America's corporate titans make: bosses of the top 350 firms made an average of $18.9m in 2017. That's a ratio of 312-1 over the median worker in their industries. Big bucks to be sure. And a big change since 1965, when the ratio was just 20-1. But what does it mean? And if there's a problem, what is it, exactly? What it means, as the EPI economists carefully document, is that the top US corporate chiefs are paid overwhelmingly with stock options, and their income fluctuates with the market. About 80% of the pay packet is in stocks, and the rise of 17% in 2017 after two flat years surely suggests that the top CEOs (not unreasonably) sensed the market peaked last year. So they cashed in. On the other 20% of the pay packets, no gains occurred"
Steve Bosserman

A radio play about radio that became the first fake-news story | Aeon Essays - 0 views

  • The broadcast has become an origin story of fake news and technological anxiety in the United States, and its tentacled aliens watch when we talk of fake news today. Then, as now, the worry over whether the news can be believed was a proxy for something else entirely – fear of the new technologies that brought it. Scholars have convincingly questioned the scale of the 1938 panic. Everybody loves a good story – especially the newspapers threatened by radio news, the social scientists seeking a claim to relevance, and Welles, great ham that he was. Firsthand accounts attest that some listeners did panic, but many more did not. Why, then, did millions more find the panic so easy to believe these past 80 years?
  • In that decade, radio became more trusted than newspapers. The reasons had to do partially with the unique characteristics of the medium – its intimacy and ability to put you on the spot to hear as an event unfolded without a reporting gap in which craven newspapermen could insert their own slant. It also had to do with the trueness of the sounds that radio reproduced.
  • In November, three days after the War of the Worlds broadcast, Dorothy Thompson, a syndicated columnist and radio reporter, published an oft-cited piece in response, entitled ‘Mr Welles and Mass Delusion’, in which she argued that the broadcast suggested American susceptibility to foreign propaganda:All unwittingly Mr Orson Welles and the Mercury Theatre of the Air have made one of the most fascinating and important demonstrations of all time. They have proved that a few effective voices, accompanied by sound effects, can so convince masses of people of a totally unreasonable, completely fantastic proposition as to create nationwide panic … If people can be frightened out of their wits by mythical men from Mars, they can be frightened into fanaticism by the fears of Reds, or convinced that America is in the hands of 60 families, or aroused to revenge against any minority, or terrorised into subservience to leadership because of any imaginable menace.
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  • The new trajectory changed news from an informative tool to an expressive one, and upended older reader-to-journalist relationships that looked almost more like a student-to-teacher relationship, albeit one entered into by choice. Though readers could always share stories, social media propelled the act. Readers can share stories because they feel true, and lend those stories emotional rather than factual force.
  • There are plenty of reasons the fake news concern of today does not exactly parallel the War of the Worlds story– among them, the fact that a large part of the modern worry is the degree to which lone actors can create the illusion of legitimacy online. But as with War of the Worlds, any individual piece of fake news – like the false story that Pope Francis endorsed President Trump – is not the only concern.More than the news, we fear the technology that transmits it. The quintessential Martians are those ways of knowing that are enabled by our new machines, threatening to make the solid world make-believe once more.
Steve Bosserman

Roaches Taste Like Blue Cheese, and Other Bugsgiving Revelations - Gastro Obscura - 0 views

  • In “Edible insects: Future prospects for food and feed security,” a 200-page report published in 2013, the UN’s Food and Agriculture Organization (FAO) noted that “Western societies require tailored media communication strategies and educational programmes that address the disgust factor” of eating insects. Bug banquets such as Bugsgiving offer one such educational opportunity. Yoon, who considers himself an “Edible Insect Ambassador,” focused on creating a family-style menu of dishes. “Instead of just serving crickets in a bowl or a chip, I want to serve black ants and shrimp, composed dishes—cricket gougères,” he says. “Things that represent a dish that [will make people] go, ‘Oh, that looks like food to me.’” Research cited by the UN proves that this strategy works: “Years of experimental experience in the Netherlands and the United States have confirmed the effectiveness of bug banquets in overcoming the disgust factor,” reads the 2013 FAO report.
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