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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

Amazon Is Finally Helping Developers Turn Alexa Skills Into Money - 0 views

  • Amazon is announcing general availability in the U.S. for in-skill purchasing, which allows the creator of a skill to sell content to an Alexa user–both one-off purchases and monthly or yearly subscriptions, with the entire transaction handled inside the skill via voice on a device such as an Echo or a third-party Alexa-compatible gadget. (As with mobile app stores, developers get 70% of the price paid by users, and Amazon collects 30% as its reward for facilitating the transaction.) In addition, the company is opening up the ability for sellers of real-world goods and services to receive payment via Alexa using the Amazon Pay service; early adopters include 1-800-Flowers, TGI Friday’s, and Atom Tickets.
  • With Alexa’s new monetization features just reaching broad availability, it’s too early to gauge their long-term impact on the platform. But for the moment, at least, they give developers an incentive to devote even more resources to Amazon’s voice service rather than divert attention to its most formidable rival, Google Assistant. Google just launched a fund to invest in Google Assistant-centric startups–reminiscent of the Alexa Fund that Amazon established back in 2015–but it hasn’t yet given Assistant commerce features like the ones Alexa is adding.
  • “We’re at this inflection point with Alexa,” Rabuchin says. “We’ve laid the foundation for the voice economy, and now, by opening up all these monetization capabilities, we think it’s going to really take off in the next year.” The idea that an epoch-shifting phenomenon like Alexa hasn’t yet taken off is a bit of a mind-bender–but whatever happens next, it’s clearly entering a new phase.
Steve Bosserman

The 'Neo-Banks' Are Finally Having Their Moment - The New York Times - 0 views

  • Venture capitalists are pouring money into American start-ups that are offering basic banking services — known as neo-banks or challenger banks. In 2018 so far, American neo-banks have gotten four times as much funding as they did last year, and 10 times as much funding as they did in 2015, according to data from CB Insights.
  • The new financial outfits are trying to replace the old, branch-based way of banking with a mobile phone-friendly account that does away with the fees that have made banking giants so unpopular.
  • “If you look ahead five years, there’s no way there will be a financial services industry that is charging consumers $30 billion a year in overdraft fees,” said Chris Britt, the chief executive of Chime. “We aim to shake that up, and I think a lot of other consumer companies will be doing the same thing.”
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