Data Processing Quotes

I automate some tasks and delegate many others. Doing research, job organization, data processing, field surveys, and plan preparation can be tedious, detailed work. ~ Mark Mason

Men and machines are good at different things. People form plans and make decisions in complicated situations. We are less good at making sense of enormous amounts of data. Computers are exactly the opposite: they excel at efficient data processing but struggle to make basic judgments that would be simple for any human. ~ Peter Thiel

In 1951, the Columbia University sociologist C. Wright Mills published a study titled White Collar: The American Middle Classes.26 Like Ronald Coase, Mills was fascinated by the rise of large managerial corporations. He argued that these firms, in their pursuit of scale and efficiency, had created a vast tier of workers who carried out repetitive, mechanistic tasks that stifled their imagination and, ultimately, their ability to fully participate in society. In short, Mills argued, the typical corporate worker was alienated. For many, that alienation was captured in the warning printed on the Hollerith punch cards that, thanks to IBM and other data processing firms, became ubiquitous symbols and agents of bureaucratized life during the 1950s and 1960s: "Do Not Fold, Spindle, or Mutilate. ~ Moises Naim

Throughout this book we have repeatedly asked what makes humans superior to other animals. Dataism has a new and simple answer. In themselves, human experiences are not superior at all to the experiences of wolves or elephants. One bit of data is as good as another. However, a human can write a poem about his experience and post it online, thereby enriching the global data-processing system. That makes his bits count. A wolf cannot do this. ~ Yuval Noah Harari

The data-processing system invented by the Sumerians is called 'writing'. ~ Yuval Noah Harari

To look after a medieval estate, one required a map, an indexed account book and an abacus. For its time, this was a highly sophisticated geographical information system. Looking after the earth and each of its parts requires more data, a better index and more data processing. ~ Tom Turner

In the late twentieth century democracies usually outperformed dictatorships because democracies were better at data-processing. Democracy diffuses the power to process information and make decisions among many people and institutions, whereas dictatorship concentrates information and power in one place. Given twentieth-century technology, it was inefficient to concentrate too much information and power in one place. Nobody had the ability to process all the information fast enough and make the right decisions. This is part of the reason why the Soviet Union made far worse decisions than the United States, and why the Soviet economy lagged far behind the American economy.

"However, soon AI might swing the pendulum in the opposite direction. AI makes it possible to process enormous amounts of information centrally. Indeed, AI might make centralised systems far more efficient than diffused systems, because machine learning works better the more information it can analyse. If you concentrate all the information relating to a billion people in one database, disregarding all privacy concerns, you can train much better algorithms than if you respect individual privacy and have in your database only partial information on a million people. For example, if an authoritarian government orders all its citizens to have their DNA scanned and to share all their medical data with some central authority, it would gain an immense advantage in genetics and medical research over soci ~ Yuval Noah Harari

He research on the brain does not validate that we are singularly processing input or learning with a single sensory input. ~ Eric Jensen

A confidential report delivered in June 1965 by Abel Aganbegyan, director of the Novobirsk Institute of Economics, highlighted the difficulties. Aganbegyan noted that the growth rate of the Soviet economy was beginning to decline, just as the rival US economy seemed particularly buoyant; at the same time, some sectors of the Soviet economy - housing, agriculture, services, retail trade - remained very backward, and were failing to develop at an adequate rate. The root causes of this poor performance he saw in the enormous commitment of resources to defense (in human terms, 30-40 million people out of a working population of 100 million, he reckoned), and the 'extreme centralism and lack of democracy in economic matters' which had survived from the past. In a complex modern society, he argued, not everything could be planned, since it was impossible to foresee all possible contingencies and their potential effects. So the plan amounted to central command, and even that could not be properly implemented for lack of information and of modern data-processing equipment. 'The Central Statistical Administration ... does not have a single computer, and is not planning to acquire any,' he commented acidly. Economic administration was also impeded by excessive secrecy: 'We obtain many figures... from American journals sooner than they are released by the Central Statistical Administration.' Hence the economy suffered from inbuilt distortions: the hoarding of goods and labour to provide ~ Geoffrey Hosking

1962 that "No data processing system, whether artificial or living, can process more than 2 x 1047 bits per second per gram of its mass," which means that a hypothetical supercomputer the size of the earth (= c. 6 x 1027 grams) grinding away for as long as the earth has existed (= about 1010 years, with c. 3.14 x 107 seconds/year) can have processed at most 2.56 x 2092 bits, which number is known as Bremermann's Limit. ~ David Foster Wallace

A basic principle of data processing teaches the folly of trying to maintain independent files in synchonism. ~ Frederick P. Brooks Jr.

Dataism adopts a strictly functional approach to humanity, appraising the value of human experiences according to their function in data-processing mechanisms. If we develop an algorithm that fulfils the same function better, human experiences will lose their value. Thus if we can replace not just taxi drivers and doctors but also lawyers, poets and musicians with superior computer programs, why should we care if these programs have no consciousness and no subjective experiences? If some humanist starts adulating the sacredness of human experience, Dataists would dismiss such sentimental humbug. 'The experience you praise is just an outdated biochemical algorithm. In the African savannah 70,000 years ago, that algorithm was state-of-the-art. Even in the twentieth century it was vital for the army and for the economy. But soon we will have much better algorithms. ~ Yuval Noah Harari

Evolutionary psychologists suggest that, just as the eye is an evolved organ for seeing, and the wing an evolved organ for flying, so the brain is a collection of organs (or 'modules') for dealing with a set of specialist data-processing needs. ~ Richard Dawkins

Developing and maintaining integrity require constant attention. John Weston, chairman and CEO of Automatic Data Processing, Inc., says, "I`ve always tried to live with the following simple rule: Don`t do what you wouldn`t feel comfortable reading about in the newspapers the next day." That`s a good standard all of us should keep. ~ John C. Maxwell

When I want to explain why empowering girls and women is critical to fighting poverty, I often tell a person's story. It's easier to relate to a personal story than to global data telling us that the majority of the billion people who live on less than $2 per day are women and girls. We are often told to never treat a person like a statistic. ~ Helene D. Gayle

Conspiracy theories - feverishly creative, lovingly plotted - are in fact fictional stories that some people believe. Conspiracy theorists connect real data points and imagined data points into a coherent, emotionally satisfying version of reality. Conspiracy theories exert a powerful hold on the human imagination - yes, perhaps even your imagination - not despite structural parallels with fiction, but in large part because of them. They fascinate us because they are ripping good yarns, showcasing classic problem structure and sharply defined good guys and villains. They offer vivid, lurid plots that translate with telling ease into wildly popular entertainment. ~ Jonathan Gottschall

When The Daily Muse initially wanted to launch a job board, our first ideas were insanely (and needlessly) complex. We wanted to integrate with social networks, gather rich personal data to build predictive algorithms, and put together numerous cool visualization tools before launching out to the world. We were just sure users would love it! ~ Kathryn Minshew

Data are pointing to very strong growth in the fourth quarter. The pessimistic viewpoint, which has seen its grip on reality slip to the last knuckle in the past few months, is now holding on by its fingernails. ~ Brian Wesbury

Data from ice core samples taken from glaciers and ice caps have allowed scientists to provide fairly precise global average temperature estimates going back several hundred thousand years. These data show that the stability of Earth's climate over the past 10,000 years is highly atypical. Most of human and hominid history over the past two million years is punctuated by sharp swings in climate and by more than twenty ice ages. In mere decades, average temperature sometimes changed by half the difference between today's conditions and an ice age, with some continental shelf coastlines invading by miles.32 ~ Jim Rubens

In order for any smartphone manufacturer to decrypt the data on your phone, it has to hold onto a secret that lets it get that access. And that secret or that database of secrets becomes an extremely valuable and useful target for intelligence agencies. ~ Matt Blaze

Bad programmers worry about the code. Good programmers worry about data structures and their relationships. ~ Linus Torvalds

extensive data also suggest a strong link between attention deficit/hyperactivity disorder (ADHD) and processed carbohydrate consumption/insulin production. ~ Mark Sisson

You can use all the quantitative data you can get, but you still have to distrust it and use your own intelligence and judgment. ~ Alvin Toffler

Oxnard was the biggest city in Ventura County. Its unattractive name was that of a sugar beet farmer who built a processing plant in the settlement in the late nineteenth century. The city totally surrounded Port Hueneme, where there was a small U.S. Navy base. ~ Michael Connelly

Women buy underwear for the men they love. It's economics. Data supports this claim."
"Are you telling me you love me, Stella?"
She hugged Karate Bear tight and nodded, suddenly overcome by shyness.
"You're not going to give me the words?" he asked.
"I've never said them to anyone but my parents."
"You think I run around telling women I love them?"
He pulled her close and pressed their foreheads together.
"I'm going to get the words out of you. Tonight. ~ Helen Hoang

At the most basic level, therefore, secure attachments in both childhood and adulthood are established by two individual's sharing a nonverbal focus on the energy flow (emotional states) and a verbal focus on the information-processing aspects (representational processes of memory and narrative) of mental life. The matter of the mind matters for secure attachments. ~ Daniel J. Siegel

The World Health Organization recently published some data showing that each overweight person causes and additional one tonne of CO2 to be emitted every year. With one billion people overweight around the world-of whom at least 300 million are obese-that's an additional one billion tonnes. ~ Jonathon Porritt

Elsewhere the paper notes that vegetarians and vegans (including athletes) 'meet and exceed requirements' for protein. And, to render the whole we-should-worry-about-getting-enough-protein-and-therefore-eat-meat idea even more useless, other data suggests that excess animal protein intake is linked with osteoporosis, kidney disease, calcium stones in the urinary tract, and some cancers. Despite some persistent confusion, it is clear that vegetarians and vegans tend to have more optimal protein consumption than omnivores. ~ Jonathan Safran Foer

I can't listen to so much music at the same time. I think you really have to have a diet. You're just processing too much, there's no place to put it. If you go a long time without hearing music, then you hear music that nobody else hears. ~ Tom Waits

Despite all their surface diversity, most jokes and funny incidents have the following logical structure: Typically you lead the listener along a garden path of expectation, slowly building up tension. At the very end, you introduce an unexpected twist that entails a complete reinterpretation of all the preceding data, and moreover, it's critical that the new interpretation, though wholly unexpected, makes as much "sense" of the entire set of facts as did the originally "expected" interpretation.
In this regard, jokes have much in common with scientific creativity, with what Thomas Kuhn calls a "paradigm shift" in response to a single "anomaly." (It's probably not coincidence that many of the most creative scientists have a great sense of humor.) Of course, the anomaly in the joke is the traditional punch line and the joke is "funny" only if the listener gets the punch line by seeing in a flash of insight how a completely new interpretation of the same set of facts can incorporate the anomalous ending.
The longer and more tortuous the garden path of expectation, the "funnier" the punch line when finally delivered. ~ V.S. Ramachandran

I've got data incoming. Do you want me to transfer it to my portable unit?"
"No, you stay here, finish the runs. I shouldn't be more than a couple of hours. When you're done with this, I want you to go find a hammer."
Peabody had taken out her memo book, nearly plugged in the order, when she stopped, frowned up at Eve. "Sir? A hammer?"
"That's right. A really big, heavy hammer. Then you take it into my office and beat that fucking useless excuse for a data spitter on my desk to dust."
"Ah." Because she was a wise woman, Peabody cleared her throat rather than loosen the chuckle. "As an alternate to that action, Lieutenant, I could call maintenance. ~ J.D. Robb

Lilah did little more than sleep and eat and cry, which to me was the most fascinating thing in the entire universe. Why did she cry? When did she sleep? What made her eat a lot one day and little the next? Was she changing with time? I did what any obsessed person would do in such a case: I recorded data, plotted it, calculated statistical correlations. First I just wrote on scraps of paper and made charts on graph paper, but I very quickly became more sophisticated. I wrote computer software to make a beautifully colored plot showing times when Diane fed Lilah, in black; when I fed her, in blue (expressed mother's milk, if you must know); Lilah's fussy times, in angry red; her happy times, in green. I calculated patterns in sleeping times, eating times, length of sleep, amounts eaten.
Then, I did what any obsessed person would do these days; I put it all on the Web. ~ Mike Brown

Yet the paradox is that scientific methodology is the product of human hands and thus cannot reach some permanent truth. We build scientific theories to organize and manipulate the world, to reduce phenomena into manageable units. Science is based on reproducibility and manufactured objectivity. As strong as that makes its ability to generate claims about matter and energy, it also makes scientific knowledge inapplicable to the existential, visceral nature of human life, which is unique and subjective and unpredictable. Science may provide the most useful way to organize empirical, reproducible data, but its power to do so is predicated on its inability to grasp the most central aspects of human life: hope, fear, love, hate, beauty, envy, honor, weakness, striving, suffering, virtue. Between ~ Paul Kalanithi

There were no laptops or handheld devices in class. Ilgauskas didn't exclude them; we did, sort of, unspokenly. Some of us could barely complete a thought without touch pads or scroll buttons, but we understood that high-speed data systems did not belong here. They were an assault on the environment, which was defined by length, width, and depth, with time drawn out, computed in heartbeats. ~ Don DeLillo

We need a data network that can easily carry voice, instead of what we have today, a voice network struggling to carry data. ~ Reed Hundt

Information agencies operate in an industry that values data. Restricted access to information is what makes it valuable. ~ Hasan M. Elahi

Pacifiers are also blamed for delayed language development, which seems logical, too - how's he going to talk with that thing in his mouth? - but there's no evidence for this either. There is evidence that the lack of evidence hasn't stopped people from making the claim: a British speech therapist even admits she was disappointed her study's data showed no link between pacifiers and speech problems. And teeth? Pacifiers only screw up the palate if used past the age of five, well after the vast majority of children have stopped. ~ Nicholas Day

Companies have long gathered data to break down their customer base into specific segments. Now political parties have become adept at micro-targeting, too, using data on shopping habits, leisure activities, voting histories, charity donations, and so on, in order to pinpoint likely supporters and the type of appeal most likely to win them over. ~ James Surowiecki

The mistake that people make in the focusing illusion involves attention to selected moments and neglect of what happens at other times. The mind is good with stories, but it does not appear to be well designed for the processing of time. During the last ten years we have learned many new facts about happiness. But we have also learned that the word happiness does not have a simple meaning and should not be used as if it does. Sometimes scientific progress leaves us more puzzled than we were before. ~ Daniel Kahneman

Information is not synonymous with knowledge. Information is only data, parts of the whole. Knowledge has a moral imperative to enhance intellectual and spiritual unity. ~ Ruth Nanda Anshen

Although data can make a compelling case for something, data rarely create the emotions needed to spur people into action ~ John Maeda

The Europeans have lots of data on the use of adjuvanted flu vaccine in the elderly, but I don't think anybody has really good data on adjuvants in children. ~ Anthony Fauci

A person and an organization must have goals, take actions to achieve those goals, gather evidence of achievement, study and reflect on the data and from that take actions again. Thus, they are in a continuous feedback spiral toward continuous improvement. This is what 'Kaizan' means. ~ W. Edwards Deming

The truth is that we're drowning in busywork, nonproductive work, everything from "creative" banking and insurance bureaucracies to the pointless shuffling of data and the manufacturing of products designed to be obsolescent almost immediately- and I would argue that a great deal of what we're doing should just stop. Interestingly, people of all sorts are beginning to reconnect to skills and sensibilities that were bulldozed in the frenzy of 'development' that remade our world during the past two generations. Those orchards and fields that once covered the peninsula, the East Bay, and Silicon Valley are haunting us now, as we seek to relocalize our food sources and our economy more generally. People are relearning how to reuse things, how to fix broken items, and even how to make new things from the scraps of industrial waste. The world shaped by capitalist modernization is not good for human life and is certainly rough on the health of the planet. The hollowing out of communities whose lives were once anchored in the old Produce Market area or who shared life along the vibrant Fillmore blues corridor is precisely what people are trying to overcome. ~ Rebecca Solnit

There's strong data that, within companies, the No. 1 reason for ethical violations is the pressure to meet expectations, sometimes unrealistic expectations. ~ Stephen Covey

Information is just bits of data. Knowledge is putting them together. Wisdom is transcending them. ~ Ram Dass

Remembering things or processing memories can be a charged, or frightening, or uncomfortable time. It can help to imagine yourself being a reporter. This can take pressure off of needing to remember 'all the details' or not wanting to 'be wrong about something', if you simply just write down whatever comes to you down on paper without editing it, censoring it, or passing judgment - for the time being - on either its content, or on whether it is l00% accurate in every way. Simply write it down and come back to it later, when things may make more sense, or as additional information comes to you... ~ A.T.W.

Think of your existing power as the exponent in an equation that determines the value of information. The more power you have, the more additional power you derive from the new data. ~ Bruce Schneier

It must be said that "winning" the green card is a misnomer. We had simply won the right to formally apply and have our application processed. We still had to pay for all the processing. ~ Gudjon Bergmann

The near future is going to be defined by the outcomes of a battle between those in control of the machines, and those controlled by them. Corporations have become richer and more powerful than countries, but without any form of societal contract or responsibility to citizens or communities. They are not the Quakers of old. Their loyalty to you starts and ends with your worth as a consumer and as a data provider. ~ Sean A. Culey

It is crucial to understand the difference between knowledge, which are facts and data, wisdom, which is your ability to judge and determine which aspects of your knowledge are applicable and useful to your life, and insight, which is the deepest level of knowing based on experience, and the most meaningful to your life and success. ~ Farshad Asl

Despite the "R" in CRM and the $11 billion spent on CRM software annually, many companies don't understand customer relationships at all. They lack relational intelligence - that is, they aren't aware of the variety of relationships customers can have with a firm and don't know how to reinforce or change those connections. They may be very good at capturing simple demographic data - gender, age, income, and education - and matching them with purchasing information to segment customers into profitability tiers. But this is an industrial view of customer relationships, a sign that many firms still think of customers as resources to be harvested for the next up-sell or cross-sell opportunity rather than as individuals looking for certain kinds of interactions. ~ Anonymous

The acquisition of knowledge from books provides an experience different from the Internet. Reading is relatively time-consuming; to ease the process, style is important. Because it is not possible to read all books on a given subject, much less the totality of books, or to organize easily everything one has read, learning from books places a premium on conceptual thinking - the ability to recognize comparable data and events and project patterns into the future. And style propels the reader into a relationship with the author, or with the subject matter, by fusing substance and aesthetics. ~ Henry Kissinger

More often than not, at the end of the day (or a month, or a year), you realize that your initial idea was wrong, and you have to try something else. These are the moments of frustration and despair. You feel that you have wasted an enormous amount of time, with nothing to show for it. This is hard to stomach. But you can never give up. You go back to the drawing board, you analyze more data, you learn from your previous mistakes, you try to come up with a better idea. And every once in a while, suddenly, your idea starts to work. It's as if you had spent a fruitless day surfing, when you finally catch a wave: you try to hold on to it and ride it for as long as possible. At moments like this, you have to free your imagination and let the wave take you as far as it can. Even if the idea sounds totally crazy at first. ~ Edward Frenkel

It is unwise to equate scientific activity with what we call reason, poetic activity with what we call imagination. Without the imaginative leap from facts to generalisation, no theoretic discovery in science is made. The poet, on the other hand, must not imagine but reason
that is to say, he must exercise a great deal of consciously directed thought in the selection and rejection of his data: there is a technical logic, a poetic reasoning in his choice of the words, rhythms and images by which a poem's coherence is achieved. ~ Cecil Day-Lewis