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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

A Road Trip Through Rusting and Rising America - The New York Times - 0 views

  • The big divide in America is not between the coasts and the interior. It’s between strong communities and weak communities. You can find weak ones along the coast and thriving ones in Appalachia, and vice versa. It’s community, stupid — not geography.The communities that are making it share a key attribute: They’ve created diverse adaptive coalitions, where local businesses get deeply involved in the school system, translating in real time the skills being demanded by the global economy.
  • Show me a community that understands today’s world and is working together to thrive within it, and I’ll show you a community on the rise — coastal or interior, urban or rural.
  • What is wrong with America is that too many communities, rural and urban, have broken down. What is right with America is the many communities and regions that are coming together to help their citizens acquire the skills and opportunities to own their own futures. We need to share and scale these success stories.
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