🔖 Bullshit Jobs: A Theory by David Graeber

Bookmarked Bullshit Jobs: A Theory by David Graeber (Simon & Schuster)

From bestselling writer David Graeber, a powerful argument against the rise of meaningless, unfulfilling jobs, and their consequences.

Does your job make a meaningful contribution to the world? In the spring of 2013, David Graeber asked this question in a playful, provocative essay titled “On the Phenomenon of Bullshit Jobs.” It went viral. After a million online views in seventeen different languages, people all over the world are still debating the answer.

There are millions of people—HR consultants, communication coordinators, telemarketing researchers, corporate lawyers—whose jobs are useless, and, tragically, they know it. These people are caught in bullshit jobs.

Graeber explores one of society’s most vexing and deeply felt concerns, indicting among other villains a particular strain of finance capitalism that betrays ideals shared by thinkers ranging from Keynes to Lincoln. Bullshit Jobs gives individuals, corporations, and societies permission to undergo a shift in values, placing creative and caring work at the center of our culture. This book is for everyone who wants to turn their vocation back into an avocation.

Origin Story: A Big History of Everything by David Christian

Wished for Origin Story: A Big History of Everything by David ChristianDavid Christian (Little, Brown and Company)

"I have long been a fan of David Christian. In Origin Story, he elegantly weaves evidence and insights from many scientific and historical disciplines into a single, accessible historical narrative." --Bill Gates

A captivating history of the universe -- from before the dawn of time through the far reaches of the distant future.

Most historians study the smallest slivers of time, emphasizing specific dates, individuals, and documents. But what would it look like to study the whole of history, from the big bang through the present day -- and even into the remote future? How would looking at the full span of time change the way we perceive the universe, the earth, and our very existence?

These were the questions David Christian set out to answer when he created the field of "Big History," the most exciting new approach to understanding where we have been, where we are, and where we are going. In Origin Story, Christian takes readers on a wild ride through the entire 13.8 billion years we've come to know as "history." By focusing on defining events (thresholds), major trends, and profound questions about our origins, Christian exposes the hidden threads that tie everything together -- from the creation of the planet to the advent of agriculture, nuclear war, and beyond.

With stunning insights into the origin of the universe, the beginning of life, the emergence of humans, and what the future might bring, Origin Story boldly reframes our place in the cosmos.

As many will know, I’m enamored of Christian’s thesis of Big History, so this is going to be a must-read, though I suspect it will be a shorter and more accessible version covering a lot of similar ground to his prior heroic effort Maps of Time.

🔖 Churchill and Orwell: The Fight for Freedom by Thomas E. Ricks

Bookmarked Churchill and Orwell: The Fight for Freedom by Thomas E. Ricks (Penguin Press)

New York Times Book Review Notable Book of 2017

A dual biography of Winston Churchill and George Orwell, who preserved democracy from the threats of authoritarianism, from the left and right alike.

Both George Orwell and Winston Churchill came close to death in the mid-1930's—Orwell shot in the neck in a trench line in the Spanish Civil War, and Churchill struck by a car in New York City. If they'd died then, history would scarcely remember them. At the time, Churchill was a politician on the outs, his loyalty to his class and party suspect. Orwell was a mildly successful novelist, to put it generously. No one would have predicted that by the end of the 20th century they would be considered two of the most important people in British history for having the vision and courage to campaign tirelessly, in words and in deeds, against the totalitarian threat from both the left and the right. In a crucial moment, they responded first by seeking the facts of the matter, seeing through the lies and obfuscations, and then they acted on their beliefs. Together, to an extent not sufficiently appreciated, they kept the West's compass set toward freedom as its due north.

It's not easy to recall now how lonely a position both men once occupied. By the late 1930's, democracy was discredited in many circles, and authoritarian rulers were everywhere in the ascent. There were some who decried the scourge of communism, but saw in Hitler and Mussolini "men we could do business with," if not in fact saviors. And there were others who saw the Nazi and fascist threat as malign, but tended to view communism as the path to salvation. Churchill and Orwell, on the other hand, had the foresight to see clearly that the issue was human freedom—that whatever its coloration, a government that denied its people basic freedoms was a totalitarian menace and had to be resisted.

In the end, Churchill and Orwell proved their age's necessary men. The glorious climax of Churchill and Orwell is the work they both did in the decade of the 1940's to triumph over freedom's enemies. And though Churchill played the larger role in the defeat of Hitler and the Axis, Orwell's reckoning with the menace of authoritarian rule in Animal Farm and 1984 would define the stakes of the Cold War for its 50-year course, and continues to give inspiration to fighters for freedom to this day. Taken together, in Thomas E. Ricks's masterful hands, their lives are a beautiful testament to the power of moral conviction, and to the courage it can take to stay true to it, through thick and thin.

🔖 Ten Arguments For Deleting Your Social Media Accounts Right Now by Jaron Lanier

Bookmarked Ten Arguments For Deleting Your Social Media Accounts Right Now by Jaron Lanier (Henry Holt and Co.)

You might have trouble imagining life without your social media accounts, but virtual reality pioneer Jaron Lanier insists that we’re better off without them. In Ten Arguments for Deleting Your Social Media Accounts Right Now, Lanier, who participates in no social media, offers powerful and personal reasons for all of us to leave these dangerous online platforms.

Lanier’s reasons for freeing ourselves from social media’s poisonous grip include its tendency to bring out the worst in us, to make politics terrifying, to trick us with illusions of popularity and success, to twist our relationship with the truth, to disconnect us from other people even as we are more “connected” than ever, to rob us of our free will with relentless targeted ads. How can we remain autonomous in a world where we are under continual surveillance and are constantly being prodded by algorithms run by some of the richest corporations in history that have no way of making money other than being paid to manipulate our behavior? How could the benefits of social media possibly outweigh the catastrophic losses to our personal dignity, happiness, and freedom? Lanier remains a tech optimist, so while demonstrating the evil that rules social media business models today, he also envisions a humanistic setting for social networking that can direct us toward a richer and fuller way of living and connecting with our world.

This looks like an interesting book to read for some related IndieWeb research. Perhaps something Greg McVerry could use in his proposed talk?

🔖 The Lifters by Dave Eggers

Bookmarked The Lifters by Dave Eggers (Knopf Books for Young Readers)

Journey to an underground world where adventure awaits and heroes are made in this middle grade novel from the bestselling, Pulitzer-nominated author of The Monk of Mokha and Her Right Foot.

When Gran and his family move to Carousel, he has no idea that the town is built atop a secret. Little does he suspect, as he walks his sister to school or casually eats a banana, that mysterious forces lurk mere inches beneath his feet, tearing up the earth like mini-hurricanes and causing the town to slowly but surely sink.

When Gran's friend, the difficult-to-impress Catalina Catalan, presses a silver handle into a hillside and opens a doorway to underground, he knows that she is extraordinary and brave, and that he will have no choice but to follow wherever she leads. With luck on their side, and some discarded hockey sticks for good measure, Gran and Catalina might just find a way to lift their town--and the known world--out of danger.

🔖 How To Code in Python: Using Manifold to Deliver an Open Educational Resource | Building Manifold

Bookmarked How To Code in Python: Using Manifold to Deliver an Open Educational Resource (blog.manifoldapp.org)

Recently, my eBook on Python programming, How To Code in Python 3, was made available as a Manifold publication. I would like to offer my perspective to the Manifold community to give some background on the work and how I believe the Manifold platform provides additional layers of value to the text through providing a place for learning and idea exchange in both university communities and broader publics.

An interesting article about OER relating to a book that looks interesting to read.
Acquired The Perfectionists: How Precision Engineers Created the Modern World by Simon WinchesterSimon Winchester (Harper)

The revered New York Times bestselling author traces the development of technology from the Industrial Age to the Digital Age to explore the single component crucial to advancement—precision—in a superb history that is both an homage and a warning for our future.

The rise of manufacturing could not have happened without an attention to precision. At the dawn of the Industrial Revolution in eighteenth-century England, standards of measurement were established, giving way to the development of machine tools—machines that make machines. Eventually, the application of precision tools and methods resulted in the creation and mass production of items from guns and glass to mirrors, lenses, and cameras—and eventually gave way to further breakthroughs, including gene splicing, microchips, and the Hadron Collider.

Simon Winchester takes us back to origins of the Industrial Age, to England where he introduces the scientific minds that helped usher in modern production: John Wilkinson, Henry Maudslay, Joseph Bramah, Jesse Ramsden, and Joseph Whitworth. It was Thomas Jefferson who later exported their discoveries to the fledgling United States, setting the nation on its course to become a manufacturing titan. Winchester moves forward through time, to today’s cutting-edge developments occurring around the world, from America to Western Europe to Asia.

As he introduces the minds and methods that have changed the modern world, Winchester explores fundamental questions. Why is precision important? What are the different tools we use to measure it? Who has invented and perfected it? Has the pursuit of the ultra-precise in so many facets of human life blinded us to other things of equal value, such as an appreciation for the age-old traditions of craftsmanship, art, and high culture? Are we missing something that reflects the world as it is, rather than the world as we think we would wish it to be? And can the precise and the natural co-exist in society?

One of my favorite all-time writers and somehow I had missed any news about its pending release and hadn’t seen it despite having just been to the bookstore. What a fantastic surprise!

Received as the most perfect gift. Originally purchased at Vroman’s.

🔖 An Introduction to APIs | Zapier

Bookmarked An Introduction to APIs by Brian Cooksey (Zapier)
APIs (application programming interfaces) are a big part of the web. In 2013 there were over 10,000 APIs published by companies for open consumption 1. That is quadruple the number available in 2010 2. With so many companies investing in this new area of business, possessing a working understanding of APIs becomes increasingly relevant to careers in the software industry. Through this course, we hope to give you that knowledge by building up from the very basics. In this chapter, we start by looking at some fundamental concepts around APIs. We define what an API is, where it lives, and give a high level picture of how one is used.
I found this downloadable e-book a while back at Zapier’s resource page, which has some other interesting things, but this overview and layout of APIs seemed fairly simple but powerful for folks interested in the topic.

🔖 Most Likely to Succeed: Preparing Our Kids for the Innovation Era by Tony Wagner and Ted Dintersmith

Bookmarked Most Likely to Succeed: Preparing Our Kids for the Innovation Era by Tony Wagner, Ted Dintersmith (Scribner)

From two leading experts in education and entrepreneurship, an urgent call for the radical re-imagining of American education so that we better equip students for the realities of the twenty-first century economy.

Today more than ever, we prize academic achievement, pressuring our children to get into the “right” colleges, have the highest GPAs, and pursue advanced degrees. But while students may graduate with credentials, by and large they lack the competencies needed to be thoughtful, engaged citizens and to get good jobs in our rapidly evolving economy. Our school system was engineered a century ago to produce a work force for a world that no longer exists. Alarmingly, our methods of schooling crush the creativity and initiative young people need to thrive in the twenty-first century.

In Most Likely to Succeed, bestselling author and education expert Tony Wagner and venture capitalist Ted Dintersmith call for a complete overhaul of the function and focus of American schools, sharing insights and stories from the front lines, including profiles of successful students, teachers, parents, and business leaders.

Most Likely to Succeed presents a new vision of American education, one that puts wonder, creativity, and initiative at the very heart of the learning process and prepares students for today’s economy. This book offers parents and educators a crucial guide to getting the best for their children and a roadmap for policymakers and opinion leaders.

Marked to read after seeing reference in Venture capitalist visits 200 schools in 50 states and says DeVos is wrong: ‘If choice and competition improve schools, I found no sign of it.’ by Valerie Strauss.

🔖 Neural Networks and Statistical Learning by Ke-Lin Du,‎ M. N. S. Swamy | Springer

Bookmarked Neural Networks and Statistical Learning 2014th Edition by Ke-Lin Du,‎ M. N. S. Swamy (Springer)

Providing a broad but in-depth introduction to neural network and machine learning in a statistical framework, this book provides a single, comprehensive resource for study and further research. All the major popular neural network models and statistical learning approaches are covered with examples and exercises in every chapter to develop a practical working understanding of the content.

Each of the twenty-five chapters includes state-of-the-art descriptions and important research results on the respective topics. The broad coverage includes the multilayer perceptron, the Hopfield network, associative memory models, clustering models and algorithms, the radial basis function network, recurrent neural networks, principal component analysis, nonnegative matrix factorization, independent component analysis, discriminant analysis, support vector machines, kernel methods, reinforcement learning, probabilistic and Bayesian networks, data fusion and ensemble learning, fuzzy sets and logic, neurofuzzy models, hardware implementations, and some machine learning topics. Applications to biometric/bioinformatics and data mining are also included.

Focusing on the prominent accomplishments and their practical aspects, academic and technical staff, graduate students and researchers will find that this provides a solid foundation and encompassing reference for the fields of neural networks, pattern recognition, signal processing, machine learning, computational intelligence, and data mining.

h/t

🔖 The Theory of Quantum Information by John Watrous

Bookmarked The Theory of Quantum Information by Tom Watrous (cs.uwaterloo.ca)

To be published by Cambridge University Press in April 2018.

Upon publication this book will be available for purchase through Cambridge University Press and other standard distribution channels. Please see the publisher's web page to pre-order the book or to obtain further details on its publication date.

A draft, pre-publication copy of the book can be found below. This draft copy is made available for personal use only and must not be sold or redistributed.

This largely self-contained book on the theory of quantum information focuses on precise mathematical formulations and proofs of fundamental facts that form the foundation of the subject. It is intended for graduate students and researchers in mathematics, computer science, and theoretical physics seeking to develop a thorough understanding of key results, proof techniques, and methodologies that are relevant to a wide range of research topics within the theory of quantum information and computation. The book is accessible to readers with an understanding of basic mathematics, including linear algebra, mathematical analysis, and probability theory. An introductory chapter summarizes these necessary mathematical prerequisites, and starting from this foundation, the book includes clear and complete proofs of all results it presents. Each subsequent chapter includes challenging exercises intended to help readers to develop their own skills for discovering proofs concerning the theory of quantum information.

h/t to @michael_nielsen via Nuzzel

🔖 Suicide of the West by Jonah Goldberg

Bookmarked Suicide of the West: How the Rebirth of Tribalism, Populism, Nationalism, and Identity Politics is Destroying American Democracy by Jonah GoldbergJonah Goldberg (Crown Forum)

With his trademark blend of political history, social science, economics, and pop culture, two-time NYT bestselling author, syndicated columnist, National Review senior editor, and American Enterprise Institute fellow Jonah Goldberg makes the timely case that America and other democracies are in peril as they lose the will to defend the values and institutions that sustain freedom and prosperity. Instead we are surrendering to populism, nationalism and other forms of tribalism. 

Only once in the last 250,000 years have humans stumbled upon a way to lift ourselves out of the endless cycle of poverty, hunger, and war that defines most of history—in 18th century England when we accidentally discovered the miracle of liberal democratic capitalism. 

As Americans we are doubly blessed that those radical ideas were written into the Constitution, laying the groundwork for our uniquely prosperous society: 
·         Our rights come from God not from the government.
·         The government belongs to us; we do not belong to the government.
·         The individual is sovereign. We are all captains of our own souls. 
·         The fruits of our labors belong to us.

In the last few decades, these political virtues have been turned into vices. As we are increasingly taught to view our traditions as a system of oppression, exploitation and “white privilege,” the principles of liberty and the rule of law are under attack from left and right.

At a moment when authoritarianism, tribalism, identity politics, nationalism, and cults of personality are rotting our democracy from within, Goldberg exposes the West’s suicidal tendencies on both sides of the ideological aisle. For the West to survive, we must renew our sense of gratitude for what our civilization has given us and rediscover the ideals that led us out of the bloody muck of the past – or back to the muck we will go. 

Suicide is painless, liberty takes work.

I’ve seen this coming via other sources including Goldberg himself, but h/t to @jaketapper for the reminder to bookmark this for later.

🔖 [1803.08823] A high-bias, low-variance introduction to Machine Learning for physicists | arXiv

Bookmarked A high-bias, low-variance introduction to Machine Learning for physicists by Pankaj Mehta, Marin Bukov, Ching-Hao Wang, Alexandre G.R. Day, Clint Richardson, Charles K. Fisher, David J. Schwab (arxiv.org)
Machine Learning (ML) is one of the most exciting and dynamic areas of modern research and application. The purpose of this review is to provide an introduction to the core concepts and tools of machine learning in a manner easily understood and intuitive to physicists. The review begins by covering fundamental concepts in ML and modern statistics such as the bias-variance tradeoff, overfitting, regularization, and generalization before moving on to more advanced topics in both supervised and unsupervised learning. Topics covered in the review include ensemble models, deep learning and neural networks, clustering and data visualization, energy-based models (including MaxEnt models and Restricted Boltzmann Machines), and variational methods. Throughout, we emphasize the many natural connections between ML and statistical physics. A notable aspect of the review is the use of Python notebooks to introduce modern ML/statistical packages to readers using physics-inspired datasets (the Ising Model and Monte-Carlo simulations of supersymmetric decays of proton-proton collisions). We conclude with an extended outlook discussing possible uses of machine learning for furthering our understanding of the physical world as well as open problems in ML where physicists maybe able to contribute. (Notebooks are available at this https URL )

🔖 The True Believer: Thoughts on the Nature of Mass Movements by Eric Hoffer

Bookmarked The True Believer: Thoughts on the Nature of Mass Movements by Eric Hoffer (Perennial Classics)

A stevedore on the San Francisco docks in the 1940s, Eric Hoffer wrote philosophical treatises in his spare time while living in the railroad yards. The True Believer -- the first and most famous of his books -- was made into a bestseller when President Eisenhower cited it during one of the earliest television press conferences.Completely relevant and essential for understanding the world today, The True Believer is a visionary, highly provocative look into the mind of the fanatic and a penetrating study of how an individual becomes one.

The famous bestseller with “concise insight into what drives the mind of the fanatic and the dynamics of a mass movement” (Wall St. Journal) by Presidential Medal of Freedom recipient Eric Hoffer, The True Believer is a landmark in the field of social psychology, and even more relevant today than ever before in history. Called a “brilliant and original inquiry” and “a genuine contribution to our social thought” by Arthur Schlesinger, Jr., The True Believer is mandatory reading for anyone interested in the machinations by which an individual becomes a fanatic.

h/t

Acquired A New Kind of Science by Stephen Wolfram (Wolfram Media)
Starting from a collection of simple computer experiments illustrated by striking computer graphics Stephen Wolfram shows in this landmark book how their unexpected results force a whole new way of looking at the operation of our universe. Wolfram uses his approach to tackle a remarkable array of fundamental problems in science, from the origins of apparent randomness in physical systems, to the development of complexity in biology, the ultimate scope and limitations of mathematics, the possibility of a truly fundamental theory of physics, the interplay between free will and determinism, and the character of intelligence in the universe.
Gifted to me by my friend Dave Snead who picked up a copy from the Wolfram booth earlier today at the APS Conference in downtown Los Angeles. Thanks Dave!