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Bill Fulkerson

Anatomy of an AI System - 1 views

anatomyof.ai

AI amazon

shared by Bill Fulkerson on 14 Sep 18 - No Cached
  • Bill Fulkerson on 14 Sep 18
     
    "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

The Fading American Dream: Declining Mobility and Increasing Inequality - Evonomics - 0 views

evonomics.com/ica-concentrated-wealth-chetty

absolute mobility distribution economic growth inequality

shared by Steve Bosserman on 30 Apr 17 - No Cached
  • We find that most of the decline in absolute mobility is driven by the more unequal distribution of economic growth rather than the slowdown in aggregate growth rates. When we simulate an economy that restores GDP growth to the levels experienced in the 1940s and 1950s but distributes that growth across income groups as it is distributed today, absolute mobility only increases to 62%. In contrast, maintaining GDP at its current level but distributing it more broadly across income groups – at it was distributed for children born in the 1940s – would increase absolute mobility to 80%, thereby reversing more than two-thirds of the decline in absolute mobility.
Steve Bosserman

How ant societies point to radical possibilities for humans | Aeon Essays - 0 views

aeon.co/...dical-possibilities-for-humans

distributed processes networks ant colonies division of labor

shared by Steve Bosserman on 19 Dec 16 - No Cached
  • A distributed process can be messy and not fully predictable, yet can provide greater resilience and robustness. Such distributed processes might not be ideal as one of the ‘major instruments of social stability’, in the words of the Director of Hatcheries in Brave New World, but they work beautifully in nature, from brains to ant colonies and, increasingly, in our own engineered networks
Steve Bosserman

Modeling the global economic impact of AI | McKinsey - 0 views

www.mckinsey.com/...act-of-ai-on-the-world-economy

artificial intelligence global economy

shared by Steve Bosserman on 01 Dec 18 - No Cached
  • 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
Steve Bosserman

The idea of intellectual property is nonsensical and pernicious - Samir Chopra | Aeon E... - 0 views

aeon.co/...-is-nonsensical-and-pernicious

intellectual property

shared by Steve Bosserman on 12 Nov 18 - No Cached
  • A general term is useful only if it subsumes related concepts in such a way that semantic value is added. If our comprehension is not increased by our chosen generalised term, then we shouldn’t use it. A common claim such as ‘they stole my intellectual property’ is singularly uninformative, since the general term ‘intellectual property’ obscures more than it illuminates. If copyright infringement is alleged, we try to identify the copyrightable concrete expression, the nature of the infringement and so on. If patent infringement is alleged, we check another set of conditions (does the ‘new’ invention replicate the design of the older one?), and so on for trademarks (does the offending symbol substantially and misleadingly resemble the protected trademark?) and trade secrets (did the enterprise attempt to keep supposedly protected information secret?) The use of the general term ‘intellectual property’ tells us precisely nothing.
  • Property is a legally constructed, historically contingent, social fact. It is founded on economic and social imperatives to distribute and manage material resources – and, thus, wealth and power. As the preface to a legal textbook puts it, legal systems of property ‘confer benefits and impose burdens’ on owners and nonowners respectively. Law defines property. It circumscribes the conditions under which legal subjects may acquire, and properly use and dispose of their property and that of others. It makes concrete the ‘natural right’ of holding property. Different sets of rules create systems with varying allocations of power for owners and others. Some grants of property rights lock in, preserve and reinforce existing relations of race, class or gender, stratifying society and creating new, entrenched, propertied classes. Law makes property part of our socially constructed reality, reconfigurable if social needs change.
  • ‘Property’ is a legal term with overwhelming emotive, expressive and rhetorical impact. It is regarded as the foundation of a culture and as the foundation of an economic system. It pervades our moral sense, our normative order. It has ideological weight and propaganda value. To use the term ‘intellectual property’ is to partake of property’s expressive impact in an economic and political order constructed by property’s legal rights. It is to suggest that if property is at play, then it can be stolen, and therefore must be protected with the same zeal that the homeowner guards her home against invaders and thieves.
  • ...2 more annotations...
  • What about the common objection that without ‘intellectual property’ the proverbial starving artist would be at the mercy of giant corporations, who have existing market share and first-mover advantage? It is important to disaggregate the necessity and desirability of the protections of the various legal regimes of copyright, patents, trademarks and trade secrets from that of the language of ‘intellectual property’. Current copyright, patent, trade-secret and trademark law do not need to be completely rejected. Their aims are rather more modest: the reconfiguration of legal rules and protections in an economy and culture in which the nature of creative goods and how they are made, used, shared, modified and distributed has changed. Such advocacy is not against, for instance, copyright protections. Indeed, in the domain of free and open-source software, it is copyright law – through the use of artfully configured software licences that do not restrain users in the way that traditional proprietary software licences do – that protects developers and users. And neither do copyright reformers argue that plagiarists be somehow rewarded; they do not advocate that anyone should be able to take a copyrighted work, put their name on it, and sell it.
  • This public domain is ours to draw upon for future use. The granting of temporary leases to various landlords to extract monopoly rent should be recognised for what it is: a limited privilege for our benefit. The use of ‘intellectual property’ is a rhetorical move by one partner in this conversation, the one owning the supposed ‘property right’. There is no need for us to play along, to confuse one kind of property with another or, for that matter, to even consider the latter kind of object any kind of property at all. Doing so will not dismantle the elaborate structures of rules we have built in order to incentivise artistic and scientific work. Rather, it will make it possible for that work to continue.
Bill Fulkerson

How Complex Web Systems Fail - Part 2 - Production Ready - Medium - 0 views

medium.com/...stems-fail-part-2-1b1afb4fa7be

complex systems

shared by Bill Fulkerson on 01 Sep 18 - No Cached
  • Bill Fulkerson on 01 Sep 18
     
    "In his influential paper How Complex Systems Fail, Richard Cook shares 18 brilliant observations on the nature of failure in complex systems. Part 1 of this article was my attempt to translate the first nine of his observations into the context of web systems, i.e., the distributed systems behind modern web applications. In this second and final part, I'm going to complete the picture and cover the other half of Cook's paper. So let's get started with observation #10!"
Bill Fulkerson

The 'Radical' Left's Agenda Is More Popular Than the GOP's - 0 views

nymag.com/...ore-popular-than-the-gops.html

radical gop

shared by Bill Fulkerson on 03 Aug 18 - No Cached
  • Bill Fulkerson on 03 Aug 18
     
    " The inequitable distribution of wealth, political knowledge, and free time in the United States gives wealthy individuals and corporations a leg up on ordinary Americans in the fight to influence public policy. But ordinary Americans have strength in numbers. And as DFP's polling suggests, there are no small number of progressive economic policies that a large majority of working people (from a wide array of regions, religious backgrounds, and ethnic groups) are ready to rally around. The trick is building institutions - and cultivating political leaders - that are willing and able to get that rally started."
Bill Fulkerson

Inequality and Ordinary Living Standards in Rich Countries | naked capitalism - 0 views

www.nakedcapitalism.com/...andards-in-rich-countries.html

inequality standards capitalism

shared by Bill Fulkerson on 03 Aug 18 - No Cached
  • Bill Fulkerson on 03 Aug 18
     
    "This has fundamental implications for how one thinks about current challenges. Globalisation and technological change are often portrayed as exogenous forces sweeping across the rich countries, inexorably driving up inequality and forcing workers to accept wage stagnation (and often less security) if they are to hold on to their jobs. Instead, the variation in country experiences shows how much institutions and policy responses matter to how these forces - themselves subject to human agency rather than God-given - play out in the job market and affect household disposable incomes. Wage-setting institutions clearly have a critical influence. The Belgian combination of wages indexed to inflation, collective agreements covering most workers, and a high minimum wage underpinned significant wage growth across the distribution. In Australia, the extension of collectively negotiated employment terms and conditions over much of the work force, together with a very high minimum wage, play a key role. By contrast, the remarkably poor earnings performance of the UK over the last decade is in a context where wage bargaining has become individualised."
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