Daily Archives: March 19, 2017

Did Artificial Intelligence Deny You Credit? – Fortune

Posted: March 19, 2017 at 4:27 pm

Photograph by Image Source/Getty Images

People who apply for a loan from a bank or credit card company, and are turned down, are owed an explanation of why that happened. Its a good idea because it can help teach people how to repair their damaged credit and its a federal law, the Equal Credit Opportunity Act . Getting an answer wasnt much of a problem in years past, when humans made those decisions. But today, as artificial intelligence systems increasingly assist or replace people making credit decisions, getting those explanations has become much more difficult.

Traditionally, a loan officer who rejected an application could tell a would-be borrower there was a problem with their income level, or employment history, or whatever the issue was . But computerized systems that use complex machine learning models are difficult to explain, even for experts.

Consumer credit decisions are just one way this problem arises. Similar concerns exist in health care , online marketing and even criminal justice . My own interest in this area began when a research group I was part of discovered gender bias in how online ads were targeted , but could not explain why it happened.

All those industries, and many others, who use machine learning to analyze processes and make decisions have a little over a year to get a lot better at explaining how their systems work. In May 2018, the new European Union General Data Protection Regulation takes effect, including a section giving people a right to get an explanation for automated decisions that affect their lives. What shape should these explanations take, and can we actually provide them?

One way to describe why an automated decision came out the way it did is to identify the factors that were most influential in the decision. How much of a credit denial decision was because the applicant didnt make enough money, or because he had failed to repay loans in the past?

My research group at Carnegie Mellon University, including PhD student Shayak Sen and then-postdoc Yair Zick created a way to measure the relative influence of each factor. We call it the Quantitative Input Influence.

In addition to giving better understanding of an individual decision, the measurement can also shed light on a group of decisions: Did an algorithm deny credit primarily because of financial concerns, such as how much an applicant already owes on other debts? Or was the applicants ZIP code more important suggesting more basic demographics such as race might have come into play?

When a system makes decisions based on multiple factors it is important to identify which factors cause the decisions and their relative contribution.

For example, imagine a credit-decision system that takes just two inputs, an applicants debt-to-income ratio and her race, and has been shown to approve loans only for Caucasians. Knowing how much each factor contributed to the decision can help us understand whether its a legitimate system or whether its discriminating.

An explanation could just look at the inputs and the outcome and observe correlation non-Caucasians didnt get loans. But this explanation is too simplistic. Suppose the non-Caucasians who were denied loans also had much lower incomes than the Caucasians whose applications were successful. Then this explanation cannot tell us whether the applicants race or debt-to-income ratio caused the denials.

Our method can provide this information. Telling the difference means we can tease out whether the system is unjustly discriminating or looking at legitimate criteria, like applicants finances.

To measure the influence of race in a specific credit decision, we redo the application process, keeping the debt-to-income ratio the same but changing the race of the applicant. If changing the race does affect the outcome, we know race is a deciding factor. If not, we can conclude the algorithm is looking only at the financial information.

In addition to identifying factors that are causes, we can measure their relative causal influence on a decision. We do that by randomly varying the factor (e.g., race) and measuring how likely it is for the outcome to change. The higher the likelihood, the greater the influence of the factor.

Our method can also incorporate multiple factors that work together. Consider a decision system that grants credit to applicants who meet two of three criteria: credit score above 600, ownership of a car, and whether the applicant has fully repaid a home loan. Say an applicant, Alice, with a credit score of 730 and no car or home loan, is denied credit. She wonders whether her car ownership status or home loan repayment history is the principal reason.

An analogy can help explain how we analyze this situation. Consider a court where decisions are made by the majority vote of a panel of three judges, where one is a conservative, one a liberal and the third a swing vote, someone who might side with either of her colleagues. In a 2-1 conservative decision, the swing judge had a greater influence on the outcome than the liberal judge.

The factors in our credit example are like the three judges. The first judge commonly votes in favor of the loan, because many applicants have a high enough credit score. The second judge almost always votes against the loan because very few applicants have ever paid off a home. So the decision comes down to the swing judge, who in Alices case rejects the loan because she doesnt own a car.

We can do this reasoning precisely by using cooperative game theory , a system of analyzing more specifically how different factors contribute to a single outcome. In particular, we combine our measurements of relative causal influence with the Shapley value , which is a way to calculate how to attribute influence to multiple factors. Together, these form our Quantitative Input Influence measurement.

So far we have evaluated our methods on decision systems that we created by training common machine learning algorithms with real world data sets. Evaluating algorithms at work in the real world is a topic for future work.

Our method of analysis and explanation of how algorithms make decisions is most useful in settings where the factors are readily understood by humans such as debt-to-income ratio and other financial criteria.

However, explaining the decision-making process of more complex algorithms remains a significant challenge. Take, for example, an image recognition system, like ones that detect and track tumors . It is not very useful to explain a particular images evaluation based on individual pixels. Ideally, we would like an explanation that provides additional insight into the decision such as identifying specific tumor characteristics in the image. Indeed, designing explanations for such automated decision-making tasks is keeping many researchers busy .

Anupam Datta is Associate Professor of Computer Science and Electrical and Computer Engineering at Carnegie Mellon University

This article was originally published on The Conversation and was syndicated from TIME.com

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Did Artificial Intelligence Deny You Credit? - Fortune

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IBM’s Watson Is Tackling Healthcare With Artificial Intelligence – Madison.com

Posted: at 4:27 pm

International Business Machines (NYSE: IBM) has been betting big on artificial intelligence (AI). The company's AI-enabled Jeopardy!-winning cognitive supercomputer, Watson, has become the catch-all for the company's efforts in the area. Watson has been touted to revolutionize such diverse areas as cybersecurity, customer service, and even tax return preparation.

But nowhere is IBM's bet on Watson more evident than in the area of healthcare. The supercomputer's ability to analyze vast stores of data and recognize patterns make it a natural fit for medical applications.

IBM's tentpole program Watson for Oncology began in 2012 with a partnership with Memorial Sloan-Kettering Cancer Center doctors to tap their knowledge and catalog their specific expertise in rare forms of cancer. Those early collaborations produced impressive results and led to a full-court press to revolutionize healthcare. Watson is now addressing a variety of other medical areas including personalized care, patient engagement, imaging review, and drug discovery.

IBM acquired Truven to bolster Watson's medical credentials. Image source: IBM.

IBM has made numerous acquisitions in pursuit of its healthcare agenda. Late last year, the company spent $1 billion to acquire medical image company Merge Healthcare. The company's 30 billion images would be a key component in training Watson to identify abnormalities in X-rays and MRIs. This came on the heels of a $2.6 billion acquisition of Truven Health Analytics, which aggregated and analyzed data from more than 8,500 hospitals, insurers, and government agencies. IBM had previously acquired cloud-based data analytics company Explorys for its 50 million clinical data sets, as well as medical care solutions company Phytel. The total of these acquisitions is estimated at more than $4 billion to fund Watson's medical education.

Those investments appear to be paying off. Doctors at the University of North Carolina School of Medicine provided Watson with the records of 1,000 cancer patients, and it was able to provide treatment plans that concurred with oncologists' actual recommendations in 99% of cases. Additionally, Watson was able to provide additional options missed by its human counterparts in 30% of the cases, having been supplied with all the latest cancer research. This will provide effective cancer treatment to a wider variety of patients than ever before, while making every doctor with access to Watson a cancer expert.

Watson is making advances in the fight against cancer. Image source: IBM.

It is important to remember that all that glitters is not gold. IBM and Watson also partnered with the M.D. Anderson Cancer Center at the University of Texas back in 2012 to develop tools in the fight against cancer. The plan was to have Watson ingest medical literature, research data, and patient medical records, and with the use of AI, it would provide treatment recommendations and match patients with clinical trials.

In its highest profile misstep to date, IBM was forced to abandon the project late last year, while the cancer center's president resigned in disgrace. While audit reports suggest that project mismanagement was the culprit, it serves to illustrate that Watson can't fix everything.

IBM has been divesting itself from its legacy hardware, software, and services businesses, while transitioning to cloud computing, data analytics, and AI-based cognitive computing. These newer businesses, which it has dubbed "strategic imperatives", grew 13% in 2016 to accountfor 41% of total revenue, an indication that the transition is accelerating.

AI technology is being applied to a wide variety of industries, and new applications are being devised daily. IBM has focused on aggregating data and applying its cognitive chops and Watson's AI to helping find solutions for business, a different strategy from other companies in the field. This was a big gamble five years in the making, but as further advancements are being revealed, it appears IBM made the right call.

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We will have cracked secret of ETERNAL LIFE by 2029 says GOOGLE chief – Express.co.uk

Posted: at 4:26 pm

Googles Director of Engineer Ray Kurzweil believes that we are little more than a decade away from taking major steps towards immortality.

The tech specialist, who has long supported the notion of immortality, says that medical advancements and improved technology in the coming 12 years will see humans being given the option to live forever.

Mr Kurzweil said: "I believe we will reach a point around 2029 when medical technologies will add one additional year every year to your life expectancy.

"By that I dont mean life expectancy based on your birthdate, but rather your remaining life expectancy.

GETTY

GETTY

By 2045, the 69-year old says, humans will be able to live forever.

He continued: "The nonbiological intelligence created in that year will reach a level thats a billion times more powerful than all human intelligence today."

GETTY

The Google chief says that one of the steps that will allow us to live forever will be the invention of nanotechnology that can be placed in our bodies.

Once inside, the minuscule bots will be a significant improvement on our immune system and will be almost 100 per cent effective at fighting disease.

Getty Images

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Originally known as BackRub, Google was founded by Larry Page and Sergey Brin in a friend's garage while they were Ph.D. students at Stanford University. It has since grown to become the world's biggest search engine.

Another step will be connecting our brains to the internet or a cloud network, which will be as big of a step in evolution as when our ancestors developed the frontal cortex 2 million years ago, according to Mr Kurzweil.

He said: "Well create more profound forms of communication than were familiar with today, more profound music and funnier jokes.

"Well be funnier. Well be sexier. Well be more adept at expressing loving sentiments."

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Charity Commission consults on future of alternative medicine … – Civil Society Media

Posted: at 4:25 pm

The Charity Commission yesterday launched a consultation into complementary and alternative medicine, after agreeing to review whether organisations such as those promoting homeopathy should remain on the register.

The consultation asks what level of evidence the commission needs to register organisations promoting alternative and complementary medicine, since the commission itself is operating in an area outside its own expertise.

The commission agreed last year to review the status of alternative therapies after the Good Thinking Society, a registered charity which promotes curiosity and rational thinking, chaired by the science writer Simon Singh, threatened it with a judicial review, because it said the regulator was failing to address scientists concerns.

The commission said that registration requires a legal test, in which it considers a number of factors, including whether an organisations purposes are beneficial to the public, and whether any potential harm may outweigh the benefits.

It said it would base its approach on a House of Lords review into alternative medicine in 2000.

John Maton, head of charitable status at the commission, said: The commission has the task of deciding which organisations are charities, but we recognise that we are not the authority in the efficacy of non-traditional medical treatments.

Our consultation is not about whether complementary and alternative therapies and medicines are good or bad, but about what level of evidence we should require when making assessments about an organisations charitable status. This is an area of considerable debate, and it is important that we consult openly.

Michael Marshall, project director of the Good Thinking Society, said: Too often we have seen little effective action to protect the public from charities whose very purpose is the promotion of potentially dangerous quackery.

This consultation is the first step in the right direction. However, the real progress will come when the Commission considers the clear evidence that complementary and alternative medicine organisations currently afforded charitable status often offer alternative therapies that are completely ineffective or even potentially harm the public.

We hope that this review leads to a policy to remove such misleading charities from the register.

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Charity Commission consults on future of alternative medicine ... - Civil Society Media

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Will Goop’s New Vitamins Save Us All? – New York Magazine

Posted: at 4:24 pm

Photo: Courtesy of GOOP

If youre just so effing tired or just have too many balls in the air, Gwyneth Paltrow has some fancy, new GMO- and gluten-free supplements for you. Yesterday, her lifestyle emporium Goop launched their newest brand arm: supplements, or as she calls them, Wellness. There are four vitamin and supplement regimens, each designed to address particular body concerns. Are you tired all the time? Theres a $90 set of 30 packets for that. Do you miss your high-school metabolism? Theres a packet called High School Genes for that. Every supplement packet, which Goop certifies is tested to be free of pesticides, heavy metals, and environmental pollutants, was designed with a Goop-approved doctor. The Cut spoke to famous Dr. Alejandro Junger, who was involved in the creation of the Why am I so effing tired? supplement and is Paltrows favorite detox doctor, about why he thinks detox should be taught in medical school, how you can trust supplements even when theyre not regulated by the FDA, and his thoughts on eating your way out of taking supplements (turns out, you cant).

Youve worked as a trainer and a cardiologist, originally specialized in Western medicine. What made you interested in alternative medicine?

The trainer part of my life is a funny story. I was doing my training in Cardiology, and getting really sick. I had allergies, depression, IBS, gained a ton of weight, and I didnt know what to do. I went to a general practitioner in NYC where I was training, and I saw a personal trainer there with a six pack, pulled up my shirt and showed him my gut. It was a big gut. I said, If I want to look like you, how long will it take me? What should I do?

He said, Come here six times a week and eat a certain way. He said it was going to take me four months. In two months, I did it. But my symptoms didnt go away even though I was in tip-top shape. That got me interested in things beyond the physical body.

More than anything, I wanted depression out of my system, which is how I stumbled upon meditation. I went to an ashram in upstate New York and then India to be a doctor and cardiologist there. While I was there, I worked with a ton of doctors who were Ayurvedic, into Reiki, hands-on therapy, you name it. We used to sit in a circle and put patients in the middle and everyone would ask questions and give their opinions according to their school of learning. Now I know thats whats called integrated medicine, although I didnt know thats what it was called at the time. I was learning about all these different modalities of healing, as opposed to just medical-school stuff.

What made you believe in alternative medicine? Was there an a-ha moment?

More than anything, what Im impressed by is results. You cant argue with success. I saw people with all kinds of symptoms and diseases come to us and the Reiki healer would do something or the Ayurvedic doctor would change aspects of their diet, and they would get better. You cant argue with that.

But the most important part of my interest and attraction is my own experience. I know everyone calls it alternative medicine but its all just medicine to me. When I came back from India, my symptoms improved here and there. But then I stumbled upon the concepts of detox and cleansing and did a program myself. All my symptoms went away. No depression, no IBS, zero allergies, I looked and felt 20 years younger.

It blew my mind that I could get myself into this kind of shape with my colleagues being given seven prescription medicines to function. After ten days of juicing, I felt incredible. I thought, This should be taught in medical school. Were doing our patients a disservice by not learning about this.

Why nutritional supplements? How do they fit into what youve learned about alternative medicine?

These days, I am a practitioner of functional medicine. Its thinking about Eastern medicine with the knowledge of Western medicine. In functional medicine, the main principle is that you remove the obstacles and add whatever is lacking. Then the body will correct by itself.

What does an obstacle mean? Lets think about it like a thorn. If you have one in your skin, it will not heal. So you have to take it out. Thorns inside the body can be toxins, parasites, viruses anything that poses an obstacle to the normal functioning or chemistry of our cells. After removing the obstacle, you have add or restore whatever is lacking.

In our body, there are thousands of chemical reactions happening at every minute. Trillions of molecules and molecules in motion are combining with each other to make the body and perhaps functions like, create bodily fluids and hormones. Put in a very simplified manner, Molecule A plus B forms to become Molecule C. But if Molecule A isnt there, then Molecule C cant be formed that could be hair, bones, whatever. So theres where supplements and nutrition come in.

Ive been working on this for 22-plus years. I had to discover the detox and the Institute for Functional Medicine. Then I met Gwyneth. When I met her, we shared this passion for learning, spreading the word, and helping people. Weve been talking about this forever, but finally Gwyneth and Goop were ready.

What was your first time meeting Gwyneth?

An ex-schoolmate of hers when they were little, called me and said, I have a friend of mine who cannot come to your office, but needs a vitamin drip, and asked me to help her out. I grabbed my stuff after work and went to her hotel and rang the bell and the makeup artist opened the door. She used to be in the ashram with me. She said, Hey, how are you? Then a stylist appeared. She turned out to be a really good friend of my girlfriend at the time. Then out came Gwyneth, who was like, Who is this guy that everyone knows? We clicked. While I was giving her this vitamin drip, she started bombarding me with questions. Shes a smart cookie. She was asking me questions that not even my traditional colleagues would ask. Some I had to go and research and come back to her with answers. She invited me over to talk more and also meet her husband at the time, Chris [Martin], and we hit it off.

How would you respond to supplement skeptics who say that if youre eating well, youre deriving enough nutrients from food?

Those people are knowledgeable about one aspect and ignorant about another aspect. What theyre saying is true, but theyre not completing the thought. You should be able to get enough nutrients if you ate according to the way nature designed for you to live if you ate natural food grown in its natural state, grow in natural conditions in a soil filled with nutrients, and your intestines were healthy and able to digest and absorb the nutrients designed. Then absolutely. Supplements wouldnt exist.

Things exist because man finds a need for them. This came out of a need. As modern men and women, weve departed from the ways of nature. We eat food depleted of nutrients and a lot of our intestines are destroyed. The body has to adapt and survive and turn on survival mechanisms. Obviously, the best thing to do is to somehow get your gut to heal, digest, absorb, and get nutrition through whole foods. Thats the best way to do it. But who knows how to do it? Who has the money and time to do it?

Nutritional supplements arent regulated by the FDA. How can the consumers believe theyre safe?

Youre right, theyre not. There is a movement trying to regulate them. But there are other regulations and controls that monitor supplements. There are certifications manufacturers get to do with the cleanliness. The good ones double and triple test for pollutants. Theres a big spectrum in the quality.

The most important thing is to find a trusted source. I know this will sound like a commercial but Goop went and looked for a trusted source. They trusted me. I advised them to go to this company, which I have worked with for many, many years. I tried their supplements. I treated and helped people successfully. I went to the manufacturing plant. I saw the testing of the raw materials. I saw the controls, of which there were several steps. I walked through the manufacturing plant, I had to dress like a surgeon because everything was so clean. But everybody has to find their trusted source. Trust is an important commodity today. You go with your gut and knowledge to find people you trust and people who speak and seek the truth in a genuinely curious way.

The specific supplements you worked on with Goop address adrenal fatigue. What is that?

Its a condition in which your adrenal system or glands get exhausted and start functioning suboptimally. The severe extreme in Western medicine is called Addisons Disease. But way before you arrive to that, theres a spectrum that doesnt get recognized. For some it can show up as hormonal imbalance, hair thinning, depression or weight gain, lack of concentration, or skin problems.

Its as if your body is a house of appliances and the adrenal system is the main source of power. When its running low, your body wont turn on. Its an epidemic worldwide. Your adrenal system is also responsible for your fight or flight response. If you think about it, if you live in natural conditions, your fight or flight response would kick for example, when you encounter a tiger. In modern life, that can kick in different, less extreme ways. This morning, I had to take my kids to school and we woke up late and the dog came out and I thought it jumped into the car. But then I came home and realized the dog didnt jump into the car! I had to drop my kid (not literally) and run back to the house. Then I couldnt get on your call. Its a constant fight or flight. By the end of day, my adrenals are going to be tired. Its no wonder most of us have depleted adrenal systems.

How can you tell if your adrenal system is overworked? Some of those symptoms can be symptomatic of other things or just situational.

There are some things more typical and common across the board. You could kind of pull it together yourself. If you have difficulty sleeping, if you feel tired, moody, and cant pinpoint exactly what it is. But the thing is, if you do things to really charge your adrenals, you could get better, but you wont get worse. There isnt a gigantic risk. Its not like getting chemotherapy because you might have cancer. If you have chemo and dont have cancer, youll die. But if you charge your adrenals but dont have adrenal fatigue, nothing is going to happen, But if you do it and have it, youll hopefully feel better.

Charging your adrenals is different for everyone. I made it easy for you before but the equation is a little bit more like Molecule A plus B plus C plus three-quarters D plus five other things, or something else. But there are a few things most common and that is what we are providing with this package. It contains phytonutrients, nutrients derived from plants, which are a major part. Then there are other things that help the system recover the adrenals like Ayurvedic adaptogens such as holy basil, ashwagandha, and all these roots and leaves that have an effect of facilitating the adaptation. They kind of push you energetically in one direction. Thats part of the package. There are also good fats like omega fats in it. But supplements alone are not going to do it. If you are sleep deprived, it doesnt matter how many you take. Your adrenals will never recharge. The program is not just the supplements, but also what things you shouldnt eat and other things that will improve your daily routine so you can recharge. Good sleep, fun, and relaxation are just as important as any nutrients.

A lot of times when I do these pieces relating to alternative medicine, Ill ask Western-medicine doctors for their opinions. They usually are cautious about recommending them because they ask for more research, or the results of scientific double-blind studies.

Let me tell you a story. When I tried in NYC, my first cardiology teacher was a guy named Dr. Rony Shimony. Hes one of the best doctors Ive met in my life and is the director of cardiology at Mount Sinai. Hes charismatic, kind, incredibly knowledgeable, and I learned so much from him. People come from all over the world to see him. You wouldnt believe the patients Ive seen in his office. He took a liking to me and he asked me after I finished my training to join his practice. But I declined and told him, Im going to India to a monastery. He rolled his eyes and hugged me and said, Oh no, we lost you. You had so much potential. He was genuinely sad and concerned.

Throughout the years, hes called me and said, Are you coming back? Its time to get serious. When I came back to NYC in 2007, we had dinner and he said, Listen, I still hope one day we can work together. Can you come help me a couple days a week at the office? I started seeing his patients and doing what I do. I put them on a certain diet and programs and supplements. Suddenly, the world started spreading that these people were doing really well. One day, he said, Listen, Alex. One of my sisters has been sick for years with digestive problems. Shes seen every specialist under the sun. She came to me, I put her on a program. She completely resolved all her problems in three weeks. He was so blown away, he was an instant convert. He finally said, You know what, you have to do what you have to do. But I want to learn.

Listen, the most important thing is to keep an open mind. See what works and what doesnt. Thats what Western medicine does every single day. The wrong medication or dosage for a heart problem can kill you in a day or in an hour. Doctors are just trying them and seeing if they work. Supplements wont kill you. Theres more trial and error in Western medicine with more serious consequences than anything alternative practitioners do.

This interview has been condensed and edited.

11 People in Interracial Relationships on the Intense Experience of Watching Get Out

Liam Payne Says Trump Kicked One Direction Out of His Hotel for Refusing to Meet His Daughter

They went to see Get Out, because they have good taste.

According to TMZ, anyway.

Sad Drake strikes again.

They were mad about the poorly animated facial expressions in the new Mass Effect: Andromeda.

There are Instagram pictures to prove it.

Theres more buzz about a possible NYC mayoral run.

Just Want Privacy tried to co-opt her story to support their anti-trans bathroom stance.

Later, baby.

Shes a star. Not your star, perhaps. But thats the point.

The proceeds will go to Planned Parenthood, homeskillets.

And arguably some lowlights.

A new study found many women in the U.S. fall behind on dietary guidelines pre-pregnancy.

Aspen will be blessed with a big gathering of Trumps.

A tax-season guide for people who hate tax season.

The world is in shambles, America is crumbling, one tweeted about the sale.

Meet Ella Dawson, the internets foremost herpes essayist.

Just nuke it for two minutes and go to town.

2017, New York Media LLC.

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Who wants to live forever? Transhumanism’s promise of eternal life – Irish Times

Posted: at 4:24 pm

Mark OConnell has spent the past few years meeting people who want to upload their minds to robots and never die. He has visited warehouses filled with frozen heads, met people who implant technology in their own bodies, and toured the United States in a coffin-shaped camper van with a man who was campaigning to be president.

The general subject of OConnells beautifully written book, To Be a Machine, is transhumanism. And far from being a fringe movement of online nuts, this is, in fact, at the centre of futurist thinking in Silicon Valley Ray Kurzweil of Google is among its foremost theorists. The central tenet of transhumanism is the notion of the singularity, a moment at which we will have both self-aware computers and the technology to allow us to merge our consciousness with machines. (Kurzweil has suggested the year could be 2045.)

OConnell first came across transhumanism 10 years ago, when writing for the now defunct Mongrel magazine. He is, he stresses, a layman, not an expert, and he is even apologetic about describing himself as a journalist, despite writing for the New York Times magazine and the New Yorkers Page Turner blog. (Im emasculated by your professionalism, he says when he sees my uncharacteristically printed-out notes.)

I guess I do have this weird obsession with the machine of the body, OConnell says as we upload sandwiches in a Dublin cafe.

While there is this quite extreme movement with a cluster of interesting ideas to think about in and of themselves, its also a kind of an extreme manifestation of our own f***ed-up relationship with technology and my own f***ed up relationship with being a fallible, dying human being.

So its a way of writing about death? To Be a Machine, he says, is a book about death. I didnt really realise it until Margaret Atwood put it on a list of her favourite books about death . . . I have this thing where anytime I go through a major life change it translates to instant obsession with death. When I got married I thought, The first part of my life is the part before I got married and I didnt die, and the second part is the part where I have been married and I die. He laughs. I am morbidly preoccupied with death.

There was no better place for him to be, then, than Phoenix, Arizona, where Max More, chief executive of Alcor Life Extension Foundation, showed him a warehouse full of frozen heads.

They call them cephalons, OConnell says. They get a lot of mileage out of that euphemism. But its this really banal, mundane scenario. Its an office where no one seems to be doing that much work. Theres a real air of lassitude about the place, and its literally in a business park beside a place called Big D Floor Covering Supplies.

Is being frozen expensive?

Those who sign up for this postdeath procedure do so in the hope that by the time they are unfrozen there will be a cure for death. I think the preferred scenario is that you upload the brain into a new body, and the old fleshy body is disposed of. Its a religious idea, basically. They hate that interpretation of it.

In his book OConnell cant help but reach for religious allegories. Still, he is reluctant to describe transhumanism as a religion (although he visits a quasi-religious offshoot, Terasem Faith). His narration has a winningly anxious air, and he indulges in long, entertaining tangents where he talks about philosophy, his young son and his own sanity.

Mad as he found some transhumanist ideas, he cant entirely discount them. I was often really aware of being the stupidest person in the room. I had this sensation of being around people who were way more rational than me and way more informed about the technologies. I used this phrase magical rationalism. There was a logic to everything, but it went to this space of craziness.

A case in point: OConnell spent time with a bunch of biohacking body-modification aficionados in a house on the edge of Pittsburgh. They want to be cyborgs, he says. They refer to themselves as practical transhumanists, and theyre in an uneasy relationship with the people talking about mind uploading in the future. They want it now. Theyre like the DIY punk wing of the movement.

Practical transhumanists have unlicensed surgery to have technology implanted in their bodies. So Im a cyborg, but what does it mean? It means I can open my car without taking my keys out of my pocket. The cure is worse than the disease, basically. You have to get unlicensed surgery so you can open the door of your car without taking your key out. They saw it as a gesture towards the future.

Again, theres a hugely religious dimension to it, but if you say that to them they get really impatient, because theyre all hard-core atheists into Sam Harris and Daniel Dennett.

Tim Cannon, the groups de facto leader, recently had an implant removed that left a horrible scar on his arm.

Hed had this thing about the size of a mobile phone in his arm, OConnell says.

in this case a body modification artist named Steve Haworth to put it into you . . . It uploaded information about body temperature to his laptop, which was connected to his heating system. If he got too cold the heat went on.

OConnell laughs. Kind of interesting, but also, would you not just get up and turn on the heating?

Not everyone is drinking the Kool-Aid. Transhumanists ultimately believe that the mind is a vast collection of data that is replicable outside the body. But one sceptical neuroscientist told OConnell that the brain is less like a collection of data and more akin to a shoal of fish. The notion that we might be able to upload to machines anytime soon is unrealistic.

Its a recurring category error that we humans make, OConnell says: to assume that our minds are like the latest technology. I think transhumanist ideas come from spending too much time with a computer and overidentifying with it as an extension of the self. It reminds me of The Third Policeman the confusion between the man and the bicycle . . . I wonder if Flann OBrien was around now, would he be writing about computers?

In another chapter OConnell travels with Zoltan Istvan, a transhumanist theorist and life-size Ken doll, in a camper van designed to look like a coffin, as Istvan campaigns for the US presidency on an anti-death ticket.

I like him against my better judgment, OConnell says. The feeling must be mutual, because Istvan gave To Be a Machine a positive review on Amazon. He wrote, Im unaware of any other prominent writer having done so much research on the movement itself that was not a transhumanist.

How did all this contemplation of death and deathlessness affect OConnell? Hmm, he says and chews his sandwich. This is 80 per cent chewing, 20 per cent thinking, he says after a while. He thinks again. The American political philosopher Francis Fukuyama described transhumanism as the most dangerous idea in the world. OConnell wouldnt go that far himself, but he says he understands the anxiety that comes from long-standing beliefs about what it means to be human. He writes movingly about his animalistic love for his wife and son:

Would he like to be uploaded to a computer to live forever? I would rather be dead. I cant quite intellectually justify it, but it just feels viscerally nightmarish. Maybe I just dont love life that much.

His new friends in the world of transhumanism would call this a deathist philosophy. It is an outlook he couldnt even shake when faced with a minor cancer scare. I think my view of death is still the view of a guy in his mid-30s. Whereas I talk to my dad about it, hes 73 and he has a completely different view. Hes a pharmacist, and says maybe it wouldnt be such a terrible thing. You get to my age and an extra few years would be nice. I suppose its difficult to imagine being at a point where youre like, times up.

Transhumanists, on the other hand, dont talk in terms of an extra couple of years. Many fantasise about travelling the universe eternally as near god-like machines. Meanwhile, scientific types such as Elon Musk and Stephen Hawking warn of the dangers posed by malevolent artificial intelligences.

Theres a sense that these people are off the reservation, says OConnell, but at the same time these are the people creating the future. Fifty years ago, if you had people talking about how we were all going to spend all our time in this semi-imaginary, semi-real realm the internet wed think thats mad, and it doesnt sound all that great.

OConnells current concerns are more prosaic. He worries about who owns the servers on to which our data and personalities might be uploaded (few transhumanists fret about such things) and, in the shorter term, about his sons employment prospects.

The one thing I came out of writing this book completely shitting myself about was the employment implications of this technology. The destruction of jobs, he says, will happen soon.

In the same way that the book is about death and America, its about capitalism as well. I feel like the logic of capitalism is inexorably heading towards owning the means of production and the labour force, and integrating that into one machine and getting rid of as many people as possible.

Ultimately, To Be a Machine is both an insight into transhumanist thought and OConnells very relatable fears and anxieties about mortality and the future. I assume he will follow through on these in his next book, which is about prepping for the fall of civilisation: Its always the apocalypse one way or another.

His son recently asked what happens when people die. Without a religious afterlife to fall back on, his mother told him that his father was writing about people who believed that death would end, so he might never have to worry about it.

OConnell laughs. Also, it was perfect for the book.

Patrick Freyne is interviewing Mark OConnell as part of the Mountains to Sea DLR Book Festival, at the LexIcon in Dn Laoghaire, on Saturday, March 25th, at 7pm; mountainstosea.ie. To Be a Machine: Adventures Among Cyborgs, Utopians, Hackers, and the Futurists Solving the Modest Problem of Death is published by Granta Books

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Who wants to live forever? Transhumanism's promise of eternal life - Irish Times

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Underground Railroad inspires a wave of books, plays, TV – Detroit Free Press

Posted: at 4:23 pm

Stuart Miller, Los Angeles Times 11:05 p.m. ET March 18, 2017

Jurnee Smollett-Bell as Rosalee in the TV series Underground. The show on WGN is one of many projects telling the story of how the railroad helped 30,000 to 100,000 (of the millions of enslaved blacks) to escape to Canada.(Photo: Steve Dietl/Sony)

When WGN Americas drama Underground debuted last winter, it seemed like a cultural outlier. Stories from the Underground Railroad had long been relegated to nonfiction or the broad and simplistic brushstrokes of childrens books. Even as stories about the horrors of oppression (12 Years a Slave) and the civil rights movement (42, Selma, All the Way) entered the mainstream, the Underground Railroad remained overlooked.

Lately, however, slaves flight to freedom has became a jumping off point for an array of creative endeavors. A few weeks after Underground, with its soundtrack curated by executive producer John Legend, came Barbara Hamblys mystery novel, Drinking Gourd, and Robert Morgans escape saga, Chasing the North Star. Last summer Ben Winters counterfactual noir novel, Underground Airlines, hit bestseller lists; then came Colson Whiteheads The Underground Railroad, the years National Book Award winner for fiction.

Underground executive producer John Legend also curated the series soundtrack.(Photo: Valerie Macon/AFP-Getty Images)

In the fall, the surreal and subversive Underground Railroad Game opened to rapturous reviews off-Broadway. (The New York Times called it in-all-ways sensational.) Set in the present, the play depicts two teachers, one white and one black, stumbling along the treacherous path of educating children about slavery and racial oppression.

The topic hasnt been explored enough so Im not surprised people are finding new and different angles, says Underground co-creator Joe Pokaski.

The exterior of the Harriet Tubman Underground Railroad Visitors Center in Church Creek, Md.(Photo: Brian Witte/Associated Press)

This month brings a new season of Underground, the opening of the National Park Services Harriet Tubman Underground Railroad Visitor Center in Cambridge, Md., and Through Darkness to Light, a photographic essay of the Underground Railroad by Jeanine Michna-Bales. The Underground River, a novel by Martha Conway, hits in June, and Viola Davis is developing a Tubman film for HBO.

Academy Award winner Viola Davis is developing a series on the Underground Railroad for HBO.(Photo: Paul Buck/EPA)

The Underground Railroad came at a time when our country was so polarized that there was no understanding on either side so the fascination with it now might be because were back in that situation, says Michna-Bales, adding that the movement also blurred lines, bringing together white and black, and people from different religions and socioeconomic groups, while also giving women previously unheard of roles in public life. Her pictures aim to provide a first-person perspective on what a slave would have seen on the long and dangerous journey north.

Many more slaves actually attempted escape without the aid of the Underground Railroad, at least initially. The phrase Underground Railroad first appeared around 1839 but slaves had, naturally, been trying to escape since the implementation of this horrific institution. Many initially tried for Mexico or the Caribbean. Historians estimate that the railroad helped 30,000 to 100,000 (of the millions of enslaved blacks) to escape to Canada. But for the most part the railroad really ventured only about 100 miles into the South, so the first season of the TV series and Morgans novel also explore the experience of slaves running without outside help.

Underground co-creator Misha Green puts all these new works in the larger context of publishers and producers recognizing the value artistically and commercially in stories about minorities, from the Roots remake to Oscar best-picture winner Moonlight. She points particularly to ones with characters seizing control of their own narrative, whether thats Straight Outta Compton or Hidden Figures. Indeed, last year also begat a movie (Birth of a Nation) and a play (Nathan Alan Davis Nat Turner in Jerusalem) about Turners slave uprising.

Author Morgan, a professor at Cornell University, says the trends roots stretch back decades.

Fiction is the way we learn about others, he says, pointing to waves of groups laying down their markers, from Southern writers in the 1930s to Jewish writers in the decades after World War II. The original Roots was the building block and writers like Alice Walker, Toni Morrison and August Wilson then paved the way, he says, so that these Underground Railroad stories are a natural evolution.

I think its a good thing any time people are interested in history, says Eric Foner, a leading scholar of 19th century America, whose 2015 book, Gateway to Freedom, focused on the Underground Railroad. Foner understands artists taking liberties with the facts, and he admires Whiteheads fantastical creation of an actual railroad that runs underground. Its fantasy but Whitehead also gives a kaleidoscope of black history. Its very informed.

Most of the current projects began a few years ago, so Green says the zeitgeist partially reflects the rise of the tea party and birther movement followed by the spate of police shootings and the birth of Black Lives Matter.

These stories, like police brutality, have always existed but now the public might finally be primed and open to step outside its own orthodoxy and turn its gaze to them, adds Underground Railroad Game co-writer and costar Jennifer Kidwell.

Even as these stories make history more accessible to mainstream audiences, theyre refusing to whitewash the grim realities, striving instead to demolish the traditional narrative. This is not your grandfathers history that helps paint a rosier picture of historical atrocities, says Scott Sheppard, co-writer and costar of Underground Railroad Game, which will tour to as-yet-undetermined destinations in late 2017 and 2018.

We often use narratives as balms to sooth our concerns and fears about where we are now, Sheppard adds. The number of escaped slaves is minuscule compared to the systematic destruction of the millions of lives throughout slaverys history, so we want to remove that layer of romanticism and make everyone question their beliefs and values in as destabilizing a way as possible.

Underground may be slickly produced adventure TV yet one main character after another gets recaptured or killed. In Drinking Gourd, protagonist Benjamin January, a thoughtful and well-educated free black man, reflects on how he has come to hate virtually every white person, especially after learning the white abolitionist he encounters rapes the girls he helps to freedom. Whiteheads and Winters novels are even darker.

Underground Airlines takes place in the present but imagines a world that had no Civil War, where slavery was only gradually abolished and where it still thrives in four Southern states. Im hoping the book is a reminder of the presence of the past in our lives, says Winters, who connects a nation built on slavery to the institutionalized racism that persisted through Reconstruction and Jim Crow and that continues today. My alternative history isnt alternative enough.

Underground Railroad Game also ties the sins of Americas past squarely to the present day.

Our play explores the myths of the white savior and of romanticized American history, Kidwell says. We just happened to set it against the Underground Railroad.

That is a recurring theme in interviews with the writers, especially those who are white.

Its important that these stories are not, Oh, these nice white people are helping these poor black slaves get away and are instead about free blacks and slaves taking agency, Hambly says.

In Winters novel, the idea of whites as nobles rescuing the helpless is derisively called the Mockingbird mentality, in reference to Harper Lees Atticus Finch.

We are not just telling a black story, Winters says. Slavery is a story about white America; its about the role that people who looked like me played and still play in oppressing people who look different. The effects of and resistance to that oppression and the lasting legacy are a foundation of who we are as a people.

Although these works were all conceived before Donald Trumps election, the current climate will influence the audiences perceptions. I reread my own book in November and it read differently, says Conway, whose book is about a Northern white woman dipping her toe in the water of activism. Its about how people change and how she went from being a bystander to a participant.

They will resonate differently, says musician Legend, who not only served as music curator and executive producer on Underground but also plays Frederick Douglass this season. We have a president who doesnt know anything about American history or black history, and people are starting to realize how important it is to understand our history so we can fight back.

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Linda Sarsour Doesn’t Need to Make Zionist Women Feel Comfortable – Haaretz

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Women who identify with Zionism are free to participate in the feminist protest movement. But, rightly, it's a space in which supporters of a Jewish ethno-nationalist state should feel uncomfortable.

In a recent New York Times opedDoes Feminism have Room for Zionists?Emily Shire, who identifies as a feminist and a Zionist, argues that her belief in Israels right to exist as a Jewish state should not be at odds with her feminism. She suggests that women who sought to be included in the International Womens Strike and in the women's protests against the current U.S. administration more generally should not have to face a 'critical of Israel' litmus test. She takes issue with theStrike's platform, which specifically calls for the decolonization of Palestine, but which doesn't mention the myriad other injustices inflicted on women across the world.

But Shire herself brings up her own Zionism. She states her relationship to Israel shouldnt be a factor for the women's protest while simultaneously demanding a space for it - Zionism being a giant, pertinent caveat. Ironically, Shire is subjecting women active in the movement to her own litmus test.

The op-ed asks the wrong question. It is not whether feminism has room for Zionists but whether Zionism has room for equal rights.

Zionisms manifestation as a political system operating for almost 69 years now has thus far proven it does not have that room. The State of Israel was founded as a safe haven for Jews and is premised on privileging Jews over all others. It is not a country for all its citizens over 20 percent of whom are not Jewish at all - but for all Jewish people (and increasingly, onlycertain kinds of Jewsto boot).

Shire gives the impression that she hasnt sat down to consider how Palestinian womens rights, in Israel and in the occupied territories, are systematically affected by Israels very raison detre. (The fact that they are also trampled within Palestinian society does not absolve Israel of responsibility). Instead she insists on Israels right to exist as a Jewish state. But if you don't define what that should mean for Palestinians, you are evading the core issue. So far, it has de facto meant Israel has had the right to exist as a system of supremacy of one group over another.

I also support the right of Jews to self-determination. But as a Jewish ethno-nationalist state, Israel cannot uphold equal rights. That is a fact. So the question then, is, can a Jewish state exist that doesnt systematically violate basic human rights?

Im not sure. Its a worthy and challenging question - one that American and Israeli Jews were grappling with to an extent during the period surrounding Israels establishment but it quickly vanished. What should a Jewish state look like? How can it function as a democracy?

This is an important debate about nationalism and civic democracy, but it is primarily an intra-Jewish issue and has nothing to do with the current wave of feminism in the U.S. It is not Linda Sarsours job to make Zionist women feel more comfortable about the contradictions they are facing. If anything, considering Israels track record, it is up to Zionist women to take efforts to assure non-Zionist feminists of their commitment to equal rights.

I agree that all forms of violence and oppression against women should be called out and opposed. The International Womens Strike platform could have mentioned all forms of oppression against women, not just Israel. That only Israel was mentioned is part of the zeitgeist. It cannot be seen in isolation from the context in which Israel oversees the longest-standing military occupation in history and is simultaneously the largest beneficiary of U.S. foreign aid, acting with near total impunity and with no end in sight.

As an Israeli Jew who actively opposes Israels system of rule and supports Palestinian human rights, I may not agree with every tactic employed by the Palestinian resistance movement. But who am I to tell them how to resist their own oppression? As Linda Sarsour said in her interview inThe Nationresponding to Shires piece feminism is a movement and BDS is a tactic. If you dont support BDS, you can choose to not take part in it, but proactively opposing BDS because it is an alienating tactic for a Zionist is misguided.

Shire states that she draws a "hard line" atRasmea Odeh.Her argument about Odehs illegitimacy as a convicted terrorist is highly problematic. It not only overlooks the role of Israels military courts as judge, jury and executioner of the stateless Palestinians tried in them, but also the fact that Israelis in the military and the government themselves engage in acts of terror - and have never been tried. Israel's own founders engaged in acts of Zionist terror against British and Arab targets and then went on to become prime ministers. While I dont think Odeh is the best choice as the Strike's poster woman, calling her out without holding Israelis to the same standard is one-sided.

In the age of Trump, in which the current feminist forces are operating, many liberal American Jews are finding themselves increasingly pushed into a corner, forced to choose between their liberalism and their support for Israel; between the motto never again to Jews and never again to anyone.

Jews, of course, have the right to equality, self-determination and dignity, like all other human beings. No one in the feminist movement not Rasmeah Odeh or Linda Sarsour or anyone else has denied this. But as long as Israel, in its current construction, continues to be a fundamentally unprogressive entity that is incompatible with equality, Zionists in the feminist camp are going to continue to feel rightly uncomfortable.

Mairav Zonszein is an independent journalist and translator. She blogs at+972 Magazine. Follow her on Twitter: @MairavZ

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New Message at Some Museums: Don’t Just Look. Do. – NRToday.com

Posted: at 4:23 pm

Sex trafficking and an art exhibition may seem like an incongruous pairing.

In May, though, the Patan Museum, a UNESCO World Heritage site in Nepal, will host The True Stories Project, presented by Art Works for Change, a nonprofit based in Oakland, California, in collaboration with the Siddhartha Foundation, based in Kathmandu. The exhibition aims to address the disturbing and often below-the-radar problem of the trafficking of girls as sex slaves.

This is a human rights issue and a womens issue, said Randy Jayne Rosenberg, executive director and chief curator of Art Works for Change. Its an uncomfortable, powerful art exhibition. And its a way to raise awareness on this serious global problem of abuse and exploitation of children.

Although Rosenbergs group has been around for 10 years, the work it does has probably never been more relevant. In addition to the project on sex trafficking and exploitation of women and girls, her organization works on projects that focus on biodiversity and the importance of nature; shelter in response to climate change; ethics; and the extinction of animal species.

When we started Art Works for Change, there werent a lot of content-driven or thematic shows, Rosenberg said. There was this impression that those types of exhibitions sacrificed the art for the theme, and the art may not be museum-quality.

That has changed significantly. Today, theres a lot of great work with artists addressing critical issues of our time, Rosenberg added. There are social situations in the world that are deeply affecting people. Our goal is to use art that is engaging emotionally and intellectually to inspire viewers to be agents of change.

In recent years, museums have been making a greater effort to have a voice in social activism and respond to pressing problems of the day. The big question is when and how art museums should take a public position and try to effect change, or at least initiate a community discussion on a topic.

Many museum specialists are guarded about their public relationship with contentious social issues and have usually refrained from taking a stand. To do so could close them off to potential audiences who might sense bias, or put their institutions at risk of being identified by potential donors as supporting politically offensive viewpoints.

Still, Jen Mergel, senior curator of contemporary art at the Museum of Fine Arts, Boston, said: My job as a curator is to make decisions about what to include, or what to show and what not to, and who to represent in our galleries for our public, and I see that as a political decision. The role of the museum is to present art, prompt dialogue.

In February the Museum of Fine Arts began exhibiting a rotation of posters from its collection by the Guerrilla Girls, the feminist activist artists group, whose members have always been anonymous. Collaborating since 1985, the Guerrilla Girls offer commentary on gender and racial discrimination in the art world, but also make observations on topics like homelessness. Their imagery and commentary originally appeared as advertisements, signs, placards and fliers for buses and bulletin boards.

Eight posters from the museums 88-piece portfolio have gone on view as part of the exhibition Political Intent. Mergels favorite is an enlarged print of a dollar bill with a dotted line marking off about one-third. The text below is: Women in America earn only two-thirds of what men do. Women artists earn only one-third of what men artists do.

Mergel said: You cant un-see it. Its not just the condition of women artists, but women across the country. To me, artists like the Guerrilla Girls are putting an idea forward that is timely and urgent, manifestations that really speak to the zeitgeist of the time.

New museum-sponsored activism is showcasing art not just in museum settings, but also on the streets.

The community becomes part of the process, part of the storytelling, said Rosenberg of Art Works for Change in Oakland. When we bring a show to a museum, we look for community-based partners, or ask museums to play that role in the outreach and utilize what activist groups already exist in the community. Were not an activist group. We are an arts group.

In Philadelphia, the Barnes Foundation is showcasing how more than 50 international artists engage with communities in Person of the Crowd: The Contemporary Art of Flanerie, through May 22. The artists works touch on such issues as gentrification, gender politics, globalization, racism and homelessness.

Person of the Crowd also includes a series of performances on the citys streets by artists like Sanford Biggers, an interdisciplinary artist based in Harlem, New York, who works in film, video, sculpture and music, and Tania Bruguera, a Cuban performance artist. Billboards and street poster projects by artists are also part of the exhibition and entertainment.

Man Bartlett, a New York-based multidisciplinary artist, is recording the street performances throughout the run of the exhibition and inviting people to share their opinions of city life via social media, using the hashtag #personofthecrowd.

Bartlett is also working alongside Philadelphia-area teenagers to create videos documenting their experiences, inspired by visits to the citys public spaces. The evolving work is available on the projects website, personofthecrowd.org, and projected inside the Annenberg Court of the Barnes Foundation.

One challenge for museums in calibrating their social activism is the patina of elitism that clings to them.

We, of course, are aware of the perception of institutions like museums as being elite and not for all audiences, Mergel said. I personally believe were already acting on this. The partnerships we reach out to in our community are already bringing a more diverse audience into the galleries.

Mergel described an archival pigment print of a transgender woman, CeCe McDonald, made by Andrea Bowers, an artist based in Los Angeles. In 2012 McDonald was sentenced to 41 months in a mens prison in Minnesota for manslaughter. Called Trans Liberation: Building a Movement, its an arresting photograph, nearly 8 feet high by 5 feet wide, which was acquired by the museum last June.

What we put on view does matter, Mergel said. Bowers uses this image to raise awareness of the social discrimination against transgender women. Amazing conversations between our museum visitors happen just in front of CeCe. If the image can make someone see something more discerningly, and with curiosity, instead of phobia that translates into our social lives. And that makes me feel very hopeful.

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Berlin: a soundtrack to history – Irish Independent

Posted: at 4:23 pm

It is the stuff of U2 legend. Anxious to reinvent themselves after the 1980s had seen them become the biggest band in the world - and the most po-faced - Bono and friends took one of the last ever flights into Berlin before it was officially reunified to try and hoover up some of the cultural gold dust that has long been associated with Germany's largest city - whether divided, or not.

Bono had quipped from that they would "go away to dream it all up again" from a Point, Dublin stage on the second last night of the 1980s. He was as good as his word. U2 returned with arguably their most critically acclaimed album, Achtung Baby, and the bitterly cold winter they spent in a studio near the collapsing Berlin Wall would play its part on songs that were dark, hopeful, playful and, well, sexy. As a career reinvention, it was pretty special - and it's hardly a surprise that U2 have subsequently regarded Berlin with great fondness.

They're not the only artists who have decamped to Berlin in search of inspiration. David Bowie made the same pilgrimage towards the end of the 1970s and emerged with Low and "Heroes" - fan-favourites that are far removed from his Ziggy Stardust and Aladdin Sane personas of earlier that decade. The latter's distinctive cover image was inspired by an expressionist painting Bowie had seen in a left-field art gallery the city, but Berlin was all over the album sonically too - particularly in its experimental, largely instrumental second half

In an astonishingly fertile period of creativity, he also found time to produce two brilliant albums, The Idiot and Lust for Life, for his mate - and Berlin flatmate - Iggy Pop. Having been addled by the effects of cocaine in Los Angeles during the middle years of the 70s, Bowie went to one of the most decadent cities in Europe to get clean.

All those albums - and Achtung Baby too - were largely recorded in Hansa Studios, a fine old building in crumbling West Berlin that had been used as a Nazi ballroom during World War II. History reverberates in this great space as I discovered in 2015 when I went on a guided tour in advance of U2's four-night stand at the city's spanking new Mercedes-Benz Arena.

Thilo Schmied, the founder of Berlin Music Tours, had obsessive detail about the recording of all those storied albums and he spoke with real passion about the old ballroom where U2 had first given life to 'One' and the side room from which Bowie had spied "Heroes" co-producer Tony Visconti meeting a lover next to the Berlin Wall. Visconti was married at the time and the clandestine image burned itself into Bowie's imagination and the rousing title track of "Heroes" was born.

I remember Thilo - a child of the former East Berlin - pointing out this very window to where the Berlin Wall had stood, but it was impossible to imagine it such was the rate of change over the preceding quarter-century. The streets surrounding Hansa were like that of any modern capital, but it had all been so different when Bowie - and Depeche Mode in the 1980s - had first ventured here. Photos from the time show a building seemingly marooned in no-man's land.

Now, there are occasional street markings to denote where the wall had stood for 28 years, but often it's very difficult to tell whether you're in the old West or East.

For much of the 20th century, Berlin was synonymous with edgy art and culture. The artists of the Weimar Republic were a daring lot who took visual art into a bold new place. Germany led the world in architecture and its Bauhaus movement would leave a lasting impression on the built environment of the city - and much further afield.

It was also a capital famed for its cabaret clubs and the risqu, sexually open and gay-friendly culture here in the 1920s and 30s would mark the city out as Europe's most permissive.

The era is captured in vivid detail by the English author Christopher Isherwood, who lived in the city in the 1930s around the time the Nazis were coming to power. His classic book, Goodbye to Berlin, would spawn a hugely successful musical, Cabaret, and a film of the same name. For many, Liza Minnelli's Sally Bowles embodied everything that was thrilling and erotic about pre-war Berlin.

The art-hating Nazis - ironic considering Adolf Hitler had been an art student - did all they could to suppress subversive painting, theatre and music. Their systemic vandalism would be felt for decades.

But Germany - and Berlin - began to reassert itself as a cultural force towards the end of the 1960s thanks to a golden wave of young directors. Werner Herzog, Rainer Werner Fassbinder and Wim Wenders helped change the course of art-house cinema thanks to films that captured life in West Germany and hinted at the complex relations with the Communist East.

One of Wenders' key films, the romantic fantasy, Wings of Desire, would prove to be influential to U2 when making Achtung Baby and they recruited the director to shoot the video for 'Stay (Faraway So Close)', the standout track on follow-up album Zooropa.

German music had its moment in the 1970s. Kraftwerk - from industrial Cologne - did more than anyone to invent electronic music and it can be argued that their influence on the charts today is every bit as significant as the Beatles.

And they weren't alone. Bands such as Can, Cluster, Neu! and Tangerine Dream were at the cerebral end of music in the 1970s and influenced a legion of contemporaries like David Bowie and Brian Eno. The London music press glibly dubbed the scene 'Krautrock', but this was music that broke down boundaries and expanded horizons.

It's difficult to argue that Germany and its capital have had quite as much of an influence on the cultural zeitgeist since the Berlin Wall tumbled as they had before, but there have been some wonderful exceptions. Goodbye Lenin from 2003 explored the curious phenomenon of Ostalgie - former East Germans being nostalgic for the foods, customs and way of life of the old Communist regime - while a much more sobering film, The Lives of Others, offered a chilling portrait of surveillance society in the Stasi-controlled East.

More recently, German TV drama has been in the ascendant. Deutschland 83 was a hit on Channel 4 last year and a new season will arrive by year end, and there's considerable excitement surrounding a new German-language series, Dark, which is soon to air on Netflix. And yet, serious aficionados of German drama will tell you that nothing will beat the scope or ambition of the 1980s and 1990s series, Heimat.

Today, the cost of living may not be quite as affordable as it was even a decade ago, but Berlin remains one of the least expensive capitals in Europe, especially when it comes to rent. It's still a magnet for Europe's bright young things and those hoping to make their mark on the arts.

A new generation of Irish artists and musicians have, at one stage or another, called Berlin home including Mick Flannery, Wallis Bird and Mano Le Tough.

The Irish population in Germany is up 50pc in a decade and Dublin entrepreneur and literature lover Orla Baumgarten is typical of the new breed making their mark in Berlin: she opened her bookshop, Curious Fox, in the once tough, now hip Neukln four years ago, and it's much admired.

Seasoned David Bowie admirers will be familiar with the district. It was the title of one of "Heroes" startling instrumentals. Like so many short-term immigrants - whose number includes U2 - Bowie took from the city, but he gave back too. Deutschland ber alles, indeed.

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