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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

Opinion | A Coronavirus Vaccine Is Coming. Just Don't Call It 'Warp Speed.' - The New Y... - 0 views

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    But the concept of developing a vaccine at "warp speed" makes many people uncomfortable. In a May survey, 49 percent of the Americans polled said they plan to get a coronavirus vaccine when one is available, 20 percent do not, and 31 percent indicated that they were not sure. The World Health Organization considers "vaccine hesitancy" a major threat to global health, and poor uptake would jeopardize the impact of a coronavirus vaccine.
Steve Bosserman

REAL-ESTATE REPORT - The Columbus Dispatch, 2017-03-12 - 0 views

  • Smaller share of US residents movingAmericans are moving at the lowest rate on record, according to Census Bureau figures.Last year, 11 percent of Americans moved, the lowest annual rate recorded since the government started keeping track in 1948. The highest moving rates were in the late 1940s and 1950s, when about 20 percent of Americans moved each year.Among those who moved, 42 percent cited a housing-related reason, such as the desire for a better home. About 27 percent cited a family reason, and 20 percent said they moved because of a job.“People in the United States are still moving, just not to the same extent as they did in the past,” said David Ihrke, a Census Bureau statistician.
Bill Fulkerson

How To Know When You Can Trust A COVID-19 Vaccine | FiveThirtyEight - 0 views

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    If a COVID-19 vaccine went on the market before Election Day, Kamala Harris said she's not sure she'd take it. And she's not alone. In a recent poll, a majority of Americans - 62 percent - said they were worried that the Trump administration would pressure the Food and Drug Administration to release a vaccine before it's ready, and 54 percent said they simply wouldn't take that hypothetical vaccine at all, even if it were free.
Bill Fulkerson

Study identifies significance of atmospheric rivers for New Zealand - 0 views

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    Atmospheric rivers are narrow corridors of concentrated moisture in the atmosphere. On average there are only three to five atmospheric rivers present in each hemisphere, covering just 10 percent of the globe's mid-latitude circumference but accounting for 90 percent of moisture transport in the same region.
Bill Fulkerson

Subpolar marginal seas play a key role in making the subarctic Pacific nutrient-rich - 0 views

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    group of researchers from three Japanese universities has discovered why the western subarctic Pacific Ocean, which accounts for only 6 percent of the world's oceans, produces an estimated 26 percent of the world's marine resources.
Bill Fulkerson

Bird deaths down 70 percent after painting wind turbine blades | Ars Technica - 0 views

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    Something as simple as black paint could be the key to reducing the number of birds that are killed each year by wind turbines. According to a study conducted at a wind farm on the Norwegian archipelago of Smøla, changing the color of a single blade on a turbine from white to black resulted in a 70-percent drop in the number of bird deaths.
Steve Bosserman

Want job security in the AI era? Pick a career than has a human touch computers can't o... - 0 views

  • AI tools will help creative people be more creative and strategic people be more strategic, so core people can actually be more human, Lee said. "Jobs like doctors will require more EQ [emotional intelligence], more compassion, more human-to-human interaction, while AI takes over more the analytical, diagnostic work."
  • "We see AI changing 90 percent of the work people do," Daugherty said. "Fifteen percent of jobs will be completely automated and replaced. But the major of jobs will be improved."
  • "There is a lot of a counterweight of investors who really care about this stuff," said Paula Goldman, leader of the Tech and Society Solutions Lab at the Omidyar Network, citing the potential for indices that track how well companies follow best practices. "You can reframe [AI response] as a business risk."
Bill Fulkerson

What You Should Know About Megaprojects and Why: An Overview by Bent Flyvbjerg :: SSRN - 0 views

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    "his paper takes stock of megaproject management, an emerging and hugely costly field of study. First, it answers the question of how large megaprojects are by measuring them in the units mega, giga, and tera, concluding we are presently entering a new "tera era" of trillion-dollar projects. Second, total global megaproject spending is assessed, at USD 6-9 trillion annually, or 8 percent of total global GDP, which denotes the biggest investment boom in human history. Third, four "sublimes" - political, technological, economic, and aesthetic - are identified to explain the increased size and frequency of megaprojects. Fourth, the "iron law of megaprojects" is laid out and documented: Over budget, over time, over and over again. Moreover, the "break-fix model" of megaproject management is introduced as an explanation of the iron law. Fifth, Albert O. Hirschman's theory of the Hiding Hand is revisited and critiqued as unfounded and corrupting for megaproject thinking in both the academy and policy. Sixth, it is shown how megaprojects are systematically subject to "survival of the unfittest," explaining why the worst projects get built instead of the best. Finally, it is argued that the conventional way of managing megaprojects has reached a "tension point," where tradition is challenged and reform is emerging. "
Steve Bosserman

For better AI, diversify the people building it - 0 views

  • Lyons announced the Partnership on AI’s first three working groups, which are dedicated to fair, transparent, and accountable AI; safety-critical AI; and AI, labor, and the economy. Each group will have a for-profit and nonprofit chair and aim to share its results as widely as possible. Lyons says these groups will be like a “union of concerned scientists.” “A big part of this is on us to really achieve inclusivity,” she says. Tess Posner, the executive director of AI4ALL, a nonprofit that runs summer programs teaching AI to students from underrepresented groups, showed why training a diverse group for the next generation of AI workers is essential. Currently, only 13 percent of AI companies have female CEOs, and less than 3 percent of tenure-track engineering faculty in the US are black. Yet an inclusive workforce may have more ideas and can spot problems with systems before they happen, and diversity can improve the bottom line. Posner pointed out a recent Intel report saying diversity could add $500 billion to the US economy.
  • “It’s good for business,” she says. These weren’t the first presentations at EmTech Digital by women with ideas on fixing AI. On Monday, Microsoft researcher Timnit Gebru presented examples of bias in current AI systems, and earlier on Tuesday Fast.ai cofounder Rachel Thomas talked about her company’s free deep-learning course and its effort to diversify the overall AI workforce. Even with the current problems achieving diversity, there are more women and people of color that could be brou
  • ght into the workforce.
Steve Bosserman

A California Court Just Ruled That Gig Workers Are Bona Fide Employees. Will Courts in ... - 0 views

  • The court ruled in favor of the Dynamex drivers, agreeing that they had been misclassified as independent contractors and are, in fact, employees. The ruling also concluded that employers could only classify as independent contractors those workers who meet the conditions laid out in the "ABC standard" established in other states:(a) that the worker is free from control and direction over performance of the work, both under the contract and in fact; (b) that the work provided is outside the usual course of the business for which the work is performed; and (c) that the worker is customarily engaged in an independently established trade, occupation or business (hence the ABC standard).
  • While some of these workers may be independent contractors by choice, others, like the Dynamex drivers, were forced into the classification by employers looking to save money. The National Employment Law Project estimates that employers can reduce payroll and other taxes by up to 30 percent by re-classifying employees. State-level studies on the issue, meanwhile, have uncovered extremely high misclassification rates—a series of audits in Ohio found that 47 percent of workers were misclassified. (This misclassification, not surprisingly, costs federal, state, and local governments hundreds of millions of dollars in lost tax revenues.)
Steve Bosserman

"That Is Power": Why Democrats Are Losing the Only Fight That Matters - 0 views

  • We inhabit a world of niche interests and platforms and distractions, where everyone is supposedly paying attention to their own thing. Unlike the mass-audience days of I Love Lucy—a show that commanded a remarkable 71 percent of television eyeballs in 1953—today you can happily silo yourself from signals that you don’t care about. Our attention spans are shrinking. Axios reported this week that more than 70 percent of the American population regularly uses another digital device while watching TV. It’s incredibly hard to seize attention in 2018; there’s too much to read and watch, too much to look at.
  • As Columbia Law Professor Tim Wu writes in his book The Attention Merchants, Trump “cannot be avoided or ignored and his ideas are never hard to understand. He offers simple slogans, repeated a thousandfold, and he always speaks as a commander rather than a petitioner, satisfying those who dislike nuance. With his continuous access to the minds of the public, the president has made almost all political thought either a reflection, rejection, or at least a reaction to his ideas. That is what power looks like.”
  • “The way to disempower Trump is to ignore him, but it’s too hard even for his opponents to do it,” Wu told me over the phone recently. “It has to be a pure attention battle. If you were another network and Trump was I Love Lucy, what do you do? You can’t necessarily spend all your time criticizing I Love Lucy because that will just build it up. You need your own programming and to develop your own characters and celebrities who have to be as interesting and compelling. You need to have your own show. And I don’t think Democrats have their own show other than the ‘I Hate Trump’ show.”
Steve Bosserman

Want to Kill Your Economy? Have MBA Programs Churn out Takers Not Makers. - Evonomics - 0 views

  • Why has business education failed business? Why has it fallen so much in love with finance and the ideas it espouses? It’s a problem with deep roots, which have been spreading for decades. It encompasses issues like the rise of neoliberal economic views as a challenge to the postwar threat of socialism. It’s about an academic inferiority complex that propelled business educators to try to emulate hard sciences like physics rather than take lessons from biology or the humanities. It dovetails with the growth of computing power that enabled complex financial modeling. The bottom line, though, is that far from empowering business, MBA education has fostered the sort of short-term, balance-sheet-oriented thinking that is threatening the economic competitiveness of the country as a whole. If you wonder why most businesses still think of shareholders as their main priority or treat skilled labor as a cost rather than an asset—or why 80 percent of CEOs surveyed in one study said they’d pass up making an investment that would fuel a decade’s worth of innovation if it meant they’d miss a quarter of earnings results— it’s because that’s exactly what they are being educated to do.
Steve Bosserman

She Is a Gold Digger: Women Strike It Big in East Africa - 0 views

  • Tanzania alone sits on an estimated 2,222 metric tons of gold and boasts the third-highest reserves of the metal in Africa. But while the failure of these reserves to translate into wealth for ordinary people has led to populist moves – Tanzania’s President John Magufuli has demanded foreign mining firms pay higher taxes if they want to continue exporting — the problem may lie, in part, elsewhere. While women account for about 40 to 50 percent of Africa’s 8 million artisanal miners, their average income is significantly lower than that of their male counterparts, according to the African Center for Economic Transformation.
  • That has a spillover effect on communities. An established body of economic research, including by organizations like the Organization for Economic Cooperation and Development (OECD), has shown that economic empowerment of women translates into greater benefits for their families and communities than similar levels of earnings for men. That’s a phenomenon that groups working with gold miners in East Africa are witnessing also.
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