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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

How teaching AI to be curious helps machines learn for themselves - The Verge - 0 views

  • The problem with Montezuma’s Revenge is that it doesn’t provide regular rewards for the AI agent. It’s a puzzle-platformer where players have to explore an underground pyramid, dodging traps and enemies while collecting keys that unlock doors and special items. If you were training an AI agent to beat the game, you could reward it for staying alive and collecting keys, but how do you teach it to save certain keys for certain items, and use those items to overcome traps and complete the level? The answer: curiosity.
Steve Bosserman

The Time Based Economy - Amar SINGH Kaleka - Medium - 0 views

  • If it works, then why in the world are we not basing our whole economy on the finite construct of “time”? It would nearly be infallible, versus the legacy commodities model, which is full of holes and reject-able logic.A “time based economy” can be used with any nation state, group, or community based economics model. To make it simple, the value at the transaction would be time dollars in the form of a digital debit.
  • In the time based economy, each person enrolled, anywhere in the world would have an online account which is controlled by the debit card (not a citizenship card).
  • The time based economy primarily functions through the education, civics, and knowledge sector.
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  • This new education model would then become the basis of the global economy, like the base of a pyramid. During these years, and throughout their education, each child would pay for their own education through “time dollars”.
  • It would become the first global economy which standardizes and binds the economic trade of all market forces, known and unknown, to the only universal equality on this planet: time.
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