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One of the most fascinating things to come out of the current We Are 99%/Occupy Wall Street protests is the We Are 99% Tumblr.  At the site, people hold up signs that explain their current circumstances, and it tells the story of a whole range of Americans struggling in the Lesser Depression.  It is highly recommended. DATA The site features pictures of individuals holding their signs, and occasionally the tumblr reproduces the text of the signs themselves underneath the image as html text.  Sometimes the text under the image is blank, sometimes it is a different message, but often it is the sign itself. In order to get a slightly better empirical handle on this important tumblr, I created a script designed to read all of the pages and parse out the html text on the site.  It doesn't read the images (can anyone in the audience automate calls to an OCR?), just the html text.  After collecting all the text on all the pages, the code then goes through it to try to find interesting points. It's a fun exercise, pointing out things I wouldn't have seen otherwise.  For instance, I found this adorable little rascal, pictured below, mucking up the algorithm, as the first version of the code assumed all the ages would have two digits.  I found that he, and the sign his mom made for him as a confessional to her son, hit me a ton harder than any of the more direct signs of despair in this economy:

Barack Obama has done a swell job for the rich but a purposely terrible job for our side. Oh we will do something. While some of us may have very few Democrats worth defending only because we have no third party choices or the choices we have of third parties are fringe rightwing lunatics. Here are my answers for some of Ted's questions.

http://www.ted.com Behavioral economist Dan Ariely, the author of Predictably Irrational, uses classic visual illusions and his own counterintuitive (and sometimes shocking) research findings to show how we're not as rational as we think when we make decisions.

We can have the kind of economy, government, environment, and country We want, if We keep pushing, organizing, building, and otherwise doing the work of democracy.

In the spring of 2000, I began a three-year stint on Citigroup's corporate-derivatives team. I was just months past my twentieth birthday, with no work experience to speak of, in a world beyond my imagination. As my boss summed me up after a day of interviews, I was "fucking unpolished." The credit-derivatives group, then just three or four people I sat next to, soon spawned an ever-expanding team managing ever-more complex creations: credit-default swaps, collateralized debt obligations, and the myriad other structures built with black boxes and shrouded by acronyms. Meanwhile, my group continued to peddle mostly the forbears of these recent menaces, the more mundane interest-rate swaps and Treasury-rate locks. The newer derivatives, though hardly identical to their predecessors, nonetheless evolved in similar environments, were likewise designed to manipulate risk, and were also customized on a trade-by-trade basis. Our clients were non-financial corporations, the Deltas and Verizons of the world, which relied on us for advice and education. Our directive was "to help companies decrease and manage their risks." Often we did just that. And often we advised clients to execute trades solely because they presented opportunities for us to profit. In either case, whenever possible we used our superior knowledge to manipulate the pricing of the trade in our favor.

Peak Oil is the point at which petroleum production reaches its greatest rate just before going into perpetual decline. In "Peak Oil and a Changing Climate," a new video series from The Nation and On The Earth productions, radio host Thom Hartmann explains that the world will reach peak oil within the next year if it hasn't already. As a nation, the United States reached peak oil in 1974, after which it became a net oil importer. Bill McKibben, Noam Chomsky, Nicole Foss, Richard Heinberg and the other scientists, researchers and writers interviewed throughout "Peak Oil and a Changing Climate" describe the diminishing returns our world can expect as it deals with the consequences of peak oil even as it continues to pretend it doesn't exist. These experts predict substantially increased transportation costs, decreased industrial production, unemployment, hunger and social chaos as the supplies of the  fuels on which we rely dwindle and eventually disappear. Chomsky urges us to anticipate the official response to peak oil based on how corporations, news organizations and other institutions have responded to global warming: obfuscation, spin and denial. James Howard Kunstler says that we cannot survive peak oil unless we "come up with a consensus about reality that is consistent with the way things really are." This documentary series hopes to help build that consensus. Click here to watch the introductory video, and check back here for new videos each wednesday.

Educational researchers at the Technical University of Munich (TUM) have found that schoolchildren can independently develop strategies for solving complex mathematical tasks, with weaker students proving just as capable as their stronger classmates. Researchers in mathematics education worked with approximately 1600 8th grade high-school students in various German states. Following an introduction to the general topic by their teachers, the school children were given a workbook of geometric tasks that they had to solve on paper and using a computer over four school periods. Calculating the surface area of Gran Canaria was one of the real-world, free-form assignments the students had to tackle. The workbook material included explanations and examples of various problem-solving approaches. The teachers took a back seat during the session but were on hand to answer questions from the children, who worked in pairs. After testing the students' skills before and after the session, the researchers recorded a significant improvement in their capabilities. The students learned to apply mathematics more effectively, the researchers said. The students were also able to call on these skills in a further test three months later. "we expected students who were weaker at math to benefit more from a greater degree of guidance through the module," said professor Kristina Reiss.  "But we didn't see a significant difference between these and stronger students." The researchers also found that there were also no differences between boys and girls. "we now know that students - also those who are weaker in math - have the skills to master even very complex subject matters at their own pace," said Reiss. Topics: Cognitive Science/Neuroscience

'By simply creating a new WPA-style jobs program we could lower the unemployment rate by several points, rebuild 20th-century infrastructure and accommodate the needs of a 21st-century society. But until we come together to elect leaders that will take that step, all we can do is pray. Maybe Rick Perry can help out with that.

Mike Klink: Let's be clear - I am an engineer; I am not telling you we shouldn't build pipelines. we just should not build this one.

The United States isn't broke; we're the richest country on the planet and a country in which the richest among us are doing exceptionally well. But the truth is, our economy is broken, producing more pollution, greenhouse gasses and garbage than any other country. In these and so many other ways, it just isn't working. But rather than invest in something better, we continue to keep this 'dinosaur economy' on life support with hundreds of billions of dollars of our tax money. The Story of Broke calls for a shift in The United States isn't broke; we're the richest country on the planet and a country in which the richest among us are doing exceptionally well. But the truth is, our economy is broken, producing more pollution, greenhouse gasses and garbage than any other country. In these and so many other ways, it just isn't working. But rather than invest in something better, we continue to keep this 'dinosaur economy' on life support with hundreds of billions of dollars of our tax money. The Story of Broke calls for a shift ingovernment spending toward investments in clean, green solutions-renewable energy, safer chemicals and materials, zero waste and more-that can deliver jobs AND a healthier environment. It's time to rebuild the American Dream; but this time, let's build it better.

"In 2009, the scientific literature caught up with what top climate scientists have been saying privately for a few years now: * Many of the predicted impacts of human-caused climate change are occurring much faster than anybody expected - particularly ice melt, everywhere you look on the planet. * If we stay anywhere near our current emissions path, we are facing incalculable catastrophes by century's end, including rapid sea level rise, massive wildfires, widespread Dust-Bowlification, large oceanic dead zones, and 9°F warming - much of which could be all but irreversible for centuries. And that's not the worst-case scenario! * The consequences for human health and well being would be extreme. That's no surprise to anybody who has talked to leading climate scientists in recent years, read my book Hell and High Water (or a number of other books), or followed this blog. Still, it is a scientific reality that I don't think more than 2 people in 100 fully grasp, so I'm going to review here the past year in climate science. I'll focus primarily on the peer-reviewed literature, but also look at some major summary reports."

Like the Ancients, we arrogant humans who turn ourselves into objects of worship and build ruthless systems of power to control the world around us will get what we are due.  - 2010/09/27

In a world of rapidly accelerating change, from iPads to eBooks to genetic mapping to MagLev trains, we can't help but wonder if technology is our servant or our master, and whether it is taking us in a healthy direction as a society.* What forces drive the steady march of innovation?* How can we build environments in our schools, our businesses, and in our private lives that encourage the creation of new ideas--ideas that build on the new technology platforms in socially responsible ways?Kevin Kelly and Steven Johnson look at where technology is taking us. One of the co-founders of Wired Magazine, Kelly's new book, What Technology Wants, makes the argument that technology as a whole is not a jumble of wires and metal but a living, evolving organism that has its own unconscious needs and tendencies. Johnson's new book, Where Good Ideas Come From, explains why certain spaces, from 18th-century coffeehouses to the World Wide web, have an uncanny talent for encouraging innovative thinking.

Slovenian philosopher Slavoj Zizek, akaThe Elvis of cultural theory, is given the floor to show of his polemic style and whirlwind-like performance. The Giant of Ljubljana is bombarded with clips of popular media images and quotes by modern-day thinkers revolving around four major issues: the economical crisis, environment, Afghanistan and the end of democracy. Zizek grabs the opportunity to ruthlessly criticize modern capitalism and to give his view on our common future. We communists are back! is the closing remark of Slavoj Zižeks provocative performance. Our current capitalist system, that everyone believed would be smoothly spread around the globe, is untenable. We find ourselves on the brink of big problems that call for big solutions. Whatever is left of the left, has been hedged in by Western liberal democracy and seems to lack the energy to come up with radical solutions. Not Zižek. Interview: Chris Kijne Director: Marije Meerman Production: Mariska Schneider /Pepijn Boonstra Research: Marijntje Denters/Maren Merckx Commissioning editors: Henneke Hagen/Jos de Putter

But aside from the sheer hysterical ludicrousness of criticizing someone for engaging in "criticism of business" in the year 2010, when we have more recent examples than we can possibly count of businesses behaving irresponsibly, recklessly and criminally in their single-minded pursuit of profit, Paul's basic stance is actually quite useful; it highlights a core weakness in libertarian theory: its lack of a robust mechanism to ensure that the natural environment is not devastated by the actions of businesses.

Power does not rest with the electorate. It does not reside with either of the two major political parties. It is not represented by the press. It is not arbitrated by a judiciary that protects us from predators. Power rests with corporations. And corporations gain very lucrative profits from war, even wars we have no chance of winning. All polite appeals to the formal systems of power will not end the wars in Iraq and Afghanistan. we must physically obstruct the war machine or accept a role as its accomplice. 

The truth is that the United States has been behind the curve not only in Tunisia and Egypt for the last few weeks, but in the entire Middle East for decades. we supported corrupt autocrats as long as they kept oil flowing and weren't too aggressive toward Israel. Even in the last month, we sometimes seemed as out of touch with the region's youth as a Ben Ali or a Mubarak. Recognizing that crafting foreign policy is 1,000 times harder than it looks, let me suggest four lessons to draw from our mistakes:

The U.S. economy continues to stagnate. It's growing at the rate of 1.8 percent, which is barely growing at all. Consumer spending is down. Home prices are down. Jobs and wages are going nowhere. It's vital that we understand the truth about the American economy. How did we go from the Great Depression to 30 years of Great Prosperity? And from there, to 30 years of stagnant incomes and widening inequality, culminating in the Great Recession? And from the Great Recession into such an anemic recovery?

The rapid and terrifying acceleration of global warming, which is disfiguring the ecosystem at a swifter pace than even the gloomiest scientific studies predicted a few years ago, has been confronted by the power elite with two kinds of self-delusion. There are those, many of whom hold elected office, who dismiss the science and empirical evidence as false. There are others who accept the science surrounding global warming but insist that the human species can adapt. Our only salvation-the rapid dismantling of the fossil fuel industry-is ignored by both groups. And we will be led, unless we build popular resistance movements and carry out sustained acts of civil disobedience, toward collective self-annihilation by dimwitted pied pipers and fools.