The term artificial intelligence typically refers to automation of tasks by software that previously required human levels of intelligence to perform. While machine learning is sometimes used interchangeably with AI, machine learning is just one sub-category of artificial intelligence whereby a device learns from its access to a stream of data.When we talk about AI spending, we’re typically talking about investment that companies are making in building AI capabilities. While this may change in the future, McKinsey estimates that the vast majority of spending is done internally or as an investment, and very little of it is done purchasing artificial intelligence applications from other businesses.
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Which Industries Are Investing in Artificial Intelligence? - 0 views
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62% of AI spending in 2016 was for machine learning, twice as much as the second largest category computer vision. It’s worth noting that these categories are all types of “narrow” (or “weak”) forms of AI that use data to learn about and accomplish a specific narrowly defined task. Excluded from this report is “general” (or “strong”) artificial intelligence which is more akin to trying to create a thinking human brain.
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The McKinsey survey mostly fits well as evidence supporting Cross’s framework that large profitable industries are the most fertile grounds of AI adoption. Not surprisingly, Technology is the industry with highest AI adoption and financial services also makes the top three as Cross would predict.Notably, automotive and assembly is the industry with the second highest rate of AI adoption in the McKinsey survey. This may be somewhat surprising as automotive isn’t necessarily an industry with the reputation for high margins. However, the use cases of AI for developing self-driving cars and cost savings using machine learning to improve manufacturing and procurement efficiencies are two potential drivers of this industry’s adoption.
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Millennials are struggling. Is it the fault of the baby boomers? - 0 views
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Anthropologist Helen Fisher inelegantly described the maturing of this huge postwar bulge in the population as “like a pig moving through a python”, changing society as we grew older on a scale never known before. We challenged the Victorian puritanism, censorship, class snobbery and inhibitions of the establishment. Full employment put money in the pockets of managers and factory workers alike. In spanking new houses with inside lavatories and proper bathrooms, hire purchase allowed him (and less so, her) to spend, spend, spend as if, overnight, everyone had become a toff. It could only get better. Yet today, “baby boomer” is a toxic phrase, shorthand for greed and selfishness, for denying the benefits we took for granted to subsequent generations, notably beleaguered millennials, who reached adulthood in the early years of this century. So, where did it all go so very wrong?
I am a data factory (and so are you) - 0 views
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Data is no less a form of common property than oil or soil or copper. We make data together, and we make it meaningful together, but its value is currently captured by the companies that own it. We find ourselves in the position of a colonized country, our resources extracted to fill faraway pockets. Wealth that belongs to the many — wealth that could help feed, educate, house and heal people — is used to enrich the few. The solution is to take up the template of resource nationalism, and nationalize our data reserves.
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Emphasising time well spent means creating a Facebook that prioritises data-rich personal interactions that Facebook can use to make a more engaging platform. Rather than spending a lot of time doing things that Facebook doesn’t find valuable – such as watching viral videos – you can spend a bit less time, but spend it doing things that Facebook does find valuable. In other words, “time well spent” means Facebook can monetise more efficiently. It can prioritise the intensity of data extraction over its extensiveness. This is a wise business move, disguised as a concession to critics. Shifting to this model not only sidesteps concerns about tech addiction – it also acknowledges certain basic limits to Facebook’s current growth model. There are only so many hours in the day. Facebook can’t keep prioritising total time spent – it has to extract more value from less time.
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But let’s assume that our vast data collective is secure, well managed, and put to purely democratic ends. The shift of data ownership from the private to the public sector may well succeed in reducing the economic power of Silicon Valley, but what it would also do is reinforce and indeed institutionalize Silicon Valley’s computationalist ideology, with its foundational, Taylorist belief that, at a personal and collective level, humanity can and should be optimized through better programming. The ethos and incentives of constant surveillance would become even more deeply embedded in our lives, as we take on the roles of both the watched and the watcher. Consumer, track thyself! And, even with such a shift in ownership, we’d still confront the fraught issues of design, manipulation, and agency.
Spend a Dollar on Drug Treatment, and Save More on Crime Reduction - The New York Times - 0 views
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For a dollar spent on treatment, up to three are saved in crime reduction. An earlier study found that interventions to address substance use disorders save more in reduced crime than they save in reduced health care spending.
Link between health spending and life expectancy: US is an outlier - 0 views
Pentagon to outsource all strategy to Booz Allen Hamilton - Duffel Blog - 0 views
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"he Army, Navy, Air Force and Marine Corps will also phase out their programs to train uniformed strategists and retire serving strategists, which will save billions of dollars, Mattis said. Meanwhile, civilian consultants will replace strategists across the Department of Defense. According to the contract, their key duties will include producing PowerPoint briefings with graphics that no one understands, writing white papers that will not be read by policymakers, faking expertise on countries they have never visited (primarily China and Russia), and repeatedly saying "whole of government," all at a much lower cost than what the Pentagon currently spends for similar duties."
After Spending $575 Million On Teacher Evaluation, Gates Foundation Says, "Oo... - 0 views
What You Should Know About Megaprojects and Why: An Overview by Bent Flyvbjerg :: SSRN - 0 views
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"his paper takes stock of megaproject management, an emerging and hugely costly field of study. First, it answers the question of how large megaprojects are by measuring them in the units mega, giga, and tera, concluding we are presently entering a new "tera era" of trillion-dollar projects. Second, total global megaproject spending is assessed, at USD 6-9 trillion annually, or 8 percent of total global GDP, which denotes the biggest investment boom in human history. Third, four "sublimes" - political, technological, economic, and aesthetic - are identified to explain the increased size and frequency of megaprojects. Fourth, the "iron law of megaprojects" is laid out and documented: Over budget, over time, over and over again. Moreover, the "break-fix model" of megaproject management is introduced as an explanation of the iron law. Fifth, Albert O. Hirschman's theory of the Hiding Hand is revisited and critiqued as unfounded and corrupting for megaproject thinking in both the academy and policy. Sixth, it is shown how megaprojects are systematically subject to "survival of the unfittest," explaining why the worst projects get built instead of the best. Finally, it is argued that the conventional way of managing megaprojects has reached a "tension point," where tradition is challenged and reform is emerging. "
Anatomy of an AI System - 1 views
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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
Escape to another world | 1843 - 0 views
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What these individuals are not doing is clear enough, says Erik Hurst, an economist at the University of Chicago, who has been studying the phenomenon. They are not leaving home; in 2015 more than 50% lived with a parent or close relative. Neither are they getting married. What they are doing, Hurst reckons, is playing video games. As the hours young men spent in work dropped in the 2000s, hours spent in leisure activities rose nearly one-for-one. Of the rise in leisure time, 75% was accounted for by video games. It looks as though some small but meaningful share of the young-adult population is delaying employment or cutting back hours in order to spend more time with their video game of choice.
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People work for many reasons – to occupy their time, to find purpose in life and to contribute to society, among other things – but the need to earn money typically comes top of the list. Money puts food on the table, clothes in the wardrobe and a roof overhead. Yet these days, satisfying those needs in the most basic way does not take an especially large income, particularly for those with the option of depending on family members for assistance. The reason to work harder and earn more than the minimum needed to survive is, in part, the desire to have something more than the bare necessities – nice meals, rather than the cheapest calories available, a car, holidays abroad, a home full of books and art. Much of the work we do is intended to earn the money to afford a few luxuries to add to our comfort and enrich our lives.Yet we face a trade-off. The harder we work, the less time we have to enjoy the luxuries our labour affords us. The more lavish the luxuries we seek, the more we must earn to acquire them, and the longer and harder we find ourselves working.
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Stand back, however, and the implications are far more substantial than this. One can just about spot the vision of a distant, near-workless future in the habits of young gamers. If good things in life can be had for very little money, then working hard to have more than very little money looks less attractive. The history of the industrial era has been one in which technology has reduced the proportion of income devoted to necessities like food while providing vast new possibilities for consumption. As this happened, the hours worked by the typical person declined.
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You Have More Than Enough Time, You're Just Not Spending it Right - 0 views
The Real Conspiracies Are Right In Front Of You - 0 views
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It's always fun to indulge your inner conspiracy theorist. We like watching UFO documentaries and spending nights in haunted houses. The X-Files was a blockbuster show for a reason. We all want to believe.
Gambling research: The 'fun' can stop with unemployment, ill-health and even death - 0 views
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High levels of gambling are associated with a 37% increase in mortality, according to a new study, which reveals that the top 1% of gamblers surveyed spent 58% of their income and one in ten are spending 8% on the habit. Published today [4 Feb] in Nature Human Behavior, the study led by Dr. Naomi Muggleton, of Oxford's Department of Social Policy and Intervention, highlights the financial damage, negative lifestyles and health of gamblers, who can move from 'social' to high-level gambling in months.
Fiscal Responsibility Doesn't Mean What It Used To - The Atlantic - 0 views
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Red ink isn't a problem as long as the country is spending on the right things.
Toward a New Fiscal Constitution by Mariana Mazzucato & Robert Skidelsky - Project Synd... - 0 views
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With the COVID-19 pandemic forcing governments to spend on an unprecedented scale to sustain businesses and households, there has never been a better time to restore the state to its proper role as a rudder for the broader economy. The market alone is simply no match for the challenges of the twenty-first century.