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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

Where Are Those Shoes You Ordered? Check the Ocean Floor | WIRED - 0 views

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    SINCE THE END of November, this is some of what has sunk to the bottom of the Pacific Ocean: vacuum cleaners; Kate Spade accessories; at least $150,000 of frozen shrimp; and three shipping containers full of children's clothes. "If anybody has investments in deep-sea salvage, there's some beautiful product down there," Richard Westenberger, chief financial officer of the children's clothing brand Carter's told a conference recently.
Bill Fulkerson

China's Great Boom as a Historical Process | IZA - Institute of Labor Economics - 0 views

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    Beginning in the late 1970s, China's economy delivered the largest growth spurt in recorded history. Striking discontinuity between recent outcomes and the economic experience of the prior 200 years invites portrayal of recent events as a "China miracle" that requires neither economic nor historical analysis. This overlooks deep institutional constraints arising from authoritarian rule and its supporting elite networks and fails to recognize the link between central government weakness and the origins of the recent boom. In both the pre-1949 treaty ports and in the aftermath of the Cultural Revolution, the retreat of central control enabled episodes of economic openness and dynamism built upon 'bottom up' initiative and decentralized innovation. Historic legacies that shape political structures and individual behavior will continue to influence China's economic trajectory.
Bill Fulkerson

Growth+Sales: The New Era of Enterprise Go-to-Market - Andreessen Horowitz - 0 views

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    Most recent macro trends - cloud compute, social, mobile, crypto, AI - that have reshaped the technology landscape are rooted in new technical capabilities or pushing the frontier of product form factors. Another shock to the system is emerging today, driven not by the underlying technology, but by an evolution in customer buying behavior. For shorthand, we think of this trend as "growth+sales": the bottom-up growth motion eventually layered with top-down sales.
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

Trump's pledges to reverse climate-change policies worry some | The Columbus Dispatch - 0 views

  • Recent progress on climate change has been vital, environmentalists say. Although some say that the work is fragile at best and could be undone by the Trump administration, others remain certain that the grass-roots nature of environmental work will protect it from any sweeping federal changes. “Real change — the change that makes a difference — has been made at regional or local levels,” said Lonnie Thompson, distinguished university professor in Ohio State University’s School of Earth Sciences and a senior research scientist at the Byrd Polar and Climate Research Center. “It’s coming from the bottom up, (and) these changes will come no matter who’s in charge, what we believe or what we hope for.”
Steve Bosserman

The Problem With 'Self-Investigation' in a Post-Truth Era - The New York Times - 0 views

  • But somewhere along the way, the democratization of the flow of information became the democratization of the flow of disinformation. The distinction between fact and fiction was erased, creating a sprawling universe of competing claims. The internet can’t route around censorship when the people who use it remain in their own closed information loops, which is nothing more than self-imposed censorship.
  • The great promise of the internet was that it would bring democracies together, giving more people more access to more information, all beyond the control of any single authority. Curious citizens could develop a more nuanced understanding of what was going on; voters would be better informed; we would ferret out the truth from the bottom up and greater freedom would be the inevitable result
Steve Bosserman

Global trade should be remade from the bottom up - FT.com - 0 views

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    "The core of the revolt against global integration, though, is not ignorance. It is a sense, not wholly unwarranted, that it is a project carried out by elites for elites with little consideration for the interests of ordinary people - who see the globalisation agenda as being set by big companies playing off one country against another. They read the revelations in the Panama Papers and conclude that globalisation offers a fortunate few the opportunities to avoid taxes and regulations that are not available to the rest. And they see the disintegration that accompanies global integration, as communities suffer when big employers lose to foreign competitors."
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
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