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A Dunbar Number for Objects

Speech-Bubble

The objects that accumulate around us remain silent and so eventually sink into the background. Once part of the background they are present but completely disappeared. Like fish in water, we swim in this sea of objects. We maintain some kind of interactive relationship with a set of these consumer objects, but due to our physical finitude we can only keep a small number of balls in the air.

The Internet of things is coming upon us faster than anyone could have imagined. From the large scale “Brilliant Machines” industrial project of General Electric to the personal clouds of SquareTags imagined by Phil Windley and others. It was in Bruce Sterling’s book called “Shaping Things” that I was first introduced to the concept. The little book seemed to call out to me from the shelves of the bookstore at the Cooper-Hewitt.

Things call to us in different ways. The Triangle Shirtwaste Factory fire called out to a generation about the role of labor conditions in the very clothing on their backs. The stitching told a story about conditions under which the stitching itself occurred. Instead of fading into the background, the threads become Brechtian actors employing the verfremdungseffekt.

The term Verfremdungseffekt is rooted in the Russian Formalist notion of the device of making strange (Russian: прием остранения priyom ostraneniya), which literary critic Viktor Shklovsky claims is the essence of all art. Lemon and Reis’s 1965 English translation of Shklovsky’s 1917 coinage as “defamiliarization”, combined with John Willett’s 1964 translation of Brecht’s 1935 coinage as “alienation effect”—and the canonization of both translations in Anglophone literary theory in the decades since—has served to obscure the close connections between the two terms. Not only is the root of both terms “strange” (stran- in Russian, fremd in German), but both terms are unusual in their respective languages: ostranenie is a neologism in Russian, while Verfremdung is a resuscitation of a long-obsolete term in German. In addition, according to some accounts Shklovsky’s Russian friend playwright Sergei Tretyakov taught Brecht Shklovsky’s term during Brecht’s visit to Moscow in the spring of 1935. For this reason, many scholars have recently taken to using estrangement to translate both terms: “the estrangement device” in Shklovsky, “the estrangement effect” in Brecht.

For this generation, the tragic factory collapse in Bangladesh has radically changed the clothing hanging in our closets and folded in our chest of drawers. The stitching and the labels in these clothes now call out, they make themselves strange and unfamiliar. A piece of the background pricks our attention and wants to have a conversation. “Let me tell you about myself. I was born in Bangladesh in a factory like the one you read about the other day on your iPad.”

made-in-bangladesh

In the Internet of things, the number of things that could be transmitting data to a central store is limited only by practicality. In other words, it’s practically unlimited. Although, as Lisa Gitelman reminds us “Raw Data is an Oxymoron.” Data is a form of rhetoric based on exclusion. Deciding what counts as data is always already a form of cooking. Drawing conclusions from big data is not making an assessment of big pile of raw, natural artifacts. Data is always pre-cooked and can benefit from an analysis of our counter-transference toward it. And while the Internet of things seems to be mostly on the side of objects helping to manufacture themselves more efficiently, there’s another side to the conversation aspect of the objects surrounding us.

gefoods

Not too long ago it was our food that was calling out to us. “Ask me where I’m from. Let me tell you about how I was grown.” We’ve been through the whole cycle by now. At first we could hear the words “natural” and “organic” and know something about origins. Today highly-processed foods sport the labels natural and organic. A longer dialogue than can be printed on a container is called for. Now our clothes need to explain themselves. We need to be able to ask them about where they were stitched up, and they need to be able to tell us.

In Bruce Sterling’s “The Last Viridian Note” he makes the case for deaccessioning one’s collection. If we are all curators, defining ourselves by exhibiting our taste as consumers — what are we saying about ourselves? And in this era of the Internet of things, what will the things themselves be saying about us behind our backs?

In earlier, less technically advanced eras, this approach would have been far-fetched. Material goods were inherently difficult to produce, find, and ship. They were rare and precious. They were closely associated with social prestige. Without important material signifiers such as wedding china, family silver, portraits, a coach-house, a trousseau and so forth, you were advertising your lack of substance to your neighbors. If you failed to surround yourself with a thick material barrier, you were inviting social abuse and possible police suspicion. So it made pragmatic sense to cling to heirlooms, renew all major purchases promptly, and visibly keep up with the Joneses.

That era is dying. It’s not only dying, but the assumptions behind that form of material culture are very dangerous. These objects can no longer protect you from want, from humiliation – in fact they are causes of humiliation, as anyone with a McMansion crammed with Chinese-made goods and an unsellable SUV has now learned at great cost.

Furthermore, many of these objects can damage you personally. The hours you waste stumbling over your piled debris, picking, washing, storing, re-storing, those are hours and spaces that you will never get back in a mortal lifetime. Basically, you have to curate these goods: heat them, cool them, protect them from humidity and vermin. Every moment you devote to them is lost to your children, your friends, your society, yourself.

It’s not bad to own fine things that you like. What you need are things that you GENUINELY like. Things that you cherish, that enhance your existence in the world. The rest is dross.

In the sphere of social networks, we talk about the Dunbar number. While electronic computerized networks theoretically allow people to connect with tens of thousands of other people, stable social relationships, according to Robin Dunbar, are limited to a much smaller number.

Dunbar’s number is a suggested cognitive limit to the number of people with whom one can maintain stable social relationships. These are relationships in which an individual knows who each person is, and how each person relates to every other person.[1] Proponents assert that numbers larger than this generally require more restrictive rules, laws, and enforced norms to maintain a stable, cohesive group. It has been proposed to lie between 100 and 230, with a commonly used value of 150.[2][3] Dunbar’s number states the number of people one knows and keeps social contact with, and it does not include the number of people known personally with a ceased social relationship, nor people just generally known with a lack of persistent social relationship, a number which might be much higher and likely depends on long-term memory size.

The globalization of the manufacture of household objects has put us in a situation similar to that of online social networks. Theoretically we can own as many things as we can afford. And if we can’t afford them, we can wait until they make their way to the deep discount stores and outlets and then buy them for below the cost of production. These things, by making themselves strange strangers — they raise their hands and step out from the background a stranger in our midst. But once our food and clothing becomes inscribed into our social space and wants to have a conversation about origins and process, can we really keep consuming at our current pace? Will the slots available in the cognitive limit of our Dunbar number now have to include all the objects that are waking up around us in this Internet of things?

We are waking up inside a world that is waking up to find us waking up inside of it.

A Place For Our Infinities

A short piece of writing on our infinities: Gazing toward the stars, we discovered an infinite external universe. Looking inward, we recognized the capacity to hold multiple infinities in the grasp of our understanding. In our everyday life we attribute high value to things that exude a feeling of immortality. While some things we manufacture are meant to be ephemeral, in things of quality, we want something about them to last forever.

In thinking about infinities, and by this, I’m really referring to Tim Morton’s idea of very large finitudes, I was drawn in by the great plastic vortex in the Pacific ocean. This is location, created by ocean currents, where large deposits of granulated plastic swirl in an endless gyre. “Plastic” means something that can be molded, “plastic” is plastic. Not only can plastic take any shape, it can have a high level of durability while in use. The “mold-ability” of metals on the one hand and plaster on the other, find a mid-point in plastic. Plastic is a neutral material that functions like a simile. The plastic is like leather, it functions like ceramic, it gives the appearance of wood grain. Plastic never appears to us as plastic, it’s always “like” something else.

Plastic becomes itself again when it’s discarded. It’s no longer “like” anything; it “is” plastic. Different kinds of plastic have different lifespans. Some plastic, plastic bags for instance, have a lifespan of 30 to 60 years. A plastic bottle, on the other hand, has a lifespan of 300 to 500 years. The “use” of a plastic bottle may occur over 30 minutes, the time it takes to drink a soda or some filtered water. If that plastic bottle is part of the eight million tons of garbage that reaches the ocean every day, it may go on to have a long life as a piece of bottle-shaped plastic.

In the world of literature, we talk about immortal works. Art is long, but life is short. “Words” also have a plastic quality, they can be selected and sequenced in such a way to conjure up almost anything. The word “elephant” isn’t an elephant, but it can cause the reader to register neurological activity that is “like” that of seeing an actual elephant. We can even use words to describe things like an infinite series of numbers. Here we register neurological activity of something that we can’t actually see.

But much like the plastic bottle, texts have a lifespan. They aren’t immortal. On leap day of this year, philosopher Graham Harman shared some thoughts about the lifespan of books:

Books have a much, much higher childhood death rate than people. If a book makes it to age 21 and is still being discussed and still changing career paths, then it’s obviously a huge success.

I’m a great believer in classic books, but not at all a believer in “immortal” books. Plato will not be read one million years from now, though under certain scenarios he might still be read in another 2000 or 5000 years.

You can’t do “immortal” work because that’s quite impossible. The human species will probably be turning into something rather different that won’t much care about most of our supposedly immortal books and empires.

That said, there’s still a big difference between writing a book that’s readable for 3 years versus one that’s readable for 20, 50, or 500 years. That’s the scale on which very high-quality work announces itself as opposed to more transient period pieces– not the non-existent immortal scale.

In the age of the digital network, the ephemeral seems to gain a kind of immortality. Publishing written words is almost as simple as speaking. Once published to the Network, whatever it is, is there forever. And theoretically, it is findable via some method of search. In this sense, this immortal ephemera is like the plastic bottle–useful for a short amount of time, but possibly destined to a very long after life. Perhaps it is also swirling about in the gyre of some immense database. However, there’s a qualitative difference between the kind of life of a work that Graham Harman discusses and the life of a tweet saved forever in a networked database server.

When we discuss economies of abundance in the digital age, we’re assuming the low-cost production of very large finitudes. Plastic is this kind of thing, it’s the least expensive physical simile for a large range of objects. It also has the strange quality of sometimes having a lifespan that is five or six times that of an ordinary human. In this ecological age where we are newly surrounded by economies of abundance, what shall we do with our infinities? We can no longer send them away when we’ve annihilated distance through technology. The plastic as “plastic” waves to us from the gyres in the ocean. It will swirl there for our children and our children’s children. What ever shall we do with our infinities?

Tales of the Network: A Moment of Privacy; A Moment of Sharing

As early adopters of technology, we like to quote William Gibson and say the “future is here, it just isn’t evenly distributed yet.” We position ourselves to preview the next good thing. And from the height of our vantage point, we look out over the crowd and smile knowingly. This next new thing will eventually be much more evenly distributed. The crowd, minding its own business, seems unaware of what’s about to happen to it. In the movement of that wider distribution, some small number of people will be made very wealthy. Soon just about everyone will be using this new thing, and we’ll be on to the next thing.

Reading through the front page of the Saturday New York Times, a couple of stories struck me as auguries of coming ways of life. Neither of these stories had the sweet taste of a fruit yet unknown to the wider populace. Instead they’re bitter moments that speak to an accommodation to our environment.

In the first article, titled “Traveling Light in a Time of Digital Thievery“, Nicole Perlroth writes about the travel routine of Kenneth G. Liberthal of the Brookings Institute. When he travels to China he makes very strong assumptions about the agency of the Network in that locality. Here’s Perlroth’s description of his protocol:

He leaves his cellphone and laptop at home and instead brings “loaner” devices, which he erases before he leaves the United States and wipes clean the minute he returns. In China, he disables Bluetooth and Wi-Fi, never lets his phone out of his sight and, in meetings, not only turns off his phone but also removes the battery, for fear his microphone could be turned on remotely. He connects to the Internet only through an encrypted, password-protected channel, and copies and pastes his password from a USB thumb drive. He never types in a password directly, because, he said, “the Chinese are very good at installing key-logging software on your laptop.”

When we think about the texture of the Network, we tend to think of it as a passive medium–something we can turn on or off. We access it, it doesn’t access us. It’s only in paranoid fantasy that invisible forces invade our minds and steal our thoughts. However, as we augment our minds with hard drives, memory sticks and cloud-based storage, we create an external readable repository of our internal mental space. Our use of common wire protocols allows for broadcast over heterogeneous networks of networks. Entities large and small have the same potential to reach a mass audience.

The two-way web is described as a democratizing feature of the Network. No longer are we the passive recipients of centralized broadcasts. Each node on the Network has both receiving and broadcast capability. But once that two-way channel has been established, the Network also has access to you. A common response to this kind of environment is to say, “well, I don’t have any secrets. I don’t have anything of real value; what’s there only has meaning to me.” If we take this attitude and overlay it onto the whole of society, we conclude that it’s okay if the Network accesses our personal data because no one keeps anything of value in these repositories. And this says something very interesting about where we think value is located.

Today, we look at Liberthal’s seemingly paranoid behavior with his connected devices as an oddity. But as we look at this story, what if we apply Gibson’s maxim? The future is here, it just isn’t evenly distributed yet.

The second article is by Michael Wilson and is called “In a Mailbox: A Shared Gun, Just for the Asking.” Police forensics labs are finding more and more ballistics matches for “community guns.” A single gun is used by many different criminals in many different crimes. Here’s Wilson’s description of a shared gun used in a recent murder.

Waka Flocka is the name of a rapper. But to these men, the phrase described something else.

The community gun.

Hidden and shared by a small group of people who use them when needed, and are always sure to return them, such guns appear to be rising in number in New York, according to the police. It is unclear why. The economy? Times are tough — not everyone can afford a gun. “The gangs are younger, and their resources are less,” said Ed Talty, an assistant district attorney in the Bronx.

The example of the “community gun” brings to mind John Thackara’s discussion of real-time dynamic resource allocation in his book: “In The Bubble: Designing in a Complex World.” The average power tool (a drill, circular saw, etc.) is used for ten minutes in its entire life. But to manufacture that tool takes a tremendous amount of resources. Yet, we all need our own power drill because we never know when we’ll need it.

We can imagine a world where people don’t buy individual power drills, but instead make use of a community drill. The obstacle that stands between that world and this one is generally described as a failure of moral will. We know the right thing to do, but somehow, we aren’t ready. We find ourselves in the position of St. Augustine when he prays, “God, make me good. But not yet.”

Sharing and community seem to be attributes of a positive morality. When we see the commercialization of these qualities, we believe their moral quality suffers. We react to the commercialization of Christmas by attempting to retrieve what we imagine is an historical original experience. We react to the automation of sharing and community by Facebook by turning off our connected devices and attempting a direct connection without digital mediation.

Bad people are greedy, they aren’t willing to share. They don’t form cooperative communities where resources are shared to the benefit of the whole group. To some extent, this is how we determine who is bad and who is good. What would it mean if “sharing and community” were detached from our ideas about positive morality. Both movies and murder are better with community and sharing. Perhaps we should stop for a moment and ask: what’s the meaning of the word “better” in the previous sentence?

Both of these stories made the front page of the Saturday New York Times. The story about paranoid connected device behavior was just above the fold. The community gun story was below the fold. Neither story will receive broad coverage from other media outlets. It’s unlikely that either story will achieve viral distribution over the real-time Network. Both provide a vision of a future that’s not broadly distributed yet. They’re morality tales of the Network. They tell us something about the world we’re creating for ourselves. Or instead, maybe we should say, this is the new world that is manufacturing new varieties of humans.

Architecture, Arena Rock and Big Box Stores

It was Aron Michalski who turned me on to David Byrne’s thoughts on the effect of architecture on music. The gist of the idea is that popular music is composed to be performed in certain kinds of venues. When rock music moved from clubs and theaters to arenas and stadiums the music had to change to accommodate the space.

My first real experience of this phenomenon was hearing The Who perform at one of Bill Graham’s Day on the Green concerts at the stadium in Oakland. Pete Townsend’s windmill electric guitar chords rang out filling and shaking the stadium. It was shock and awe, a form of the Burkean sublime. In my memory, the figures on the stage seemed like giants.

At the same time there was a withdrawal of music from physical space exemplified by The Beatles retreating to the studio to create music they would never perform in an arena, stadium or any where else for that matter. This direction was solidified by Brian Eno in his writings about the recording studio as compositional tool. Eno compares the advent of purely recorded music to the split between theater and film into separate art forms. Film, like constructed and recorded music, can create an experience in playback that can’t be produced in live performance. The medium shifts from the room to the playback of music in some domestic space or perhaps even in the mental space of headphones. The new medium for music becomes its transmission over wires and broadcast to an endpoint.

And just as with popular music’s adaptation to the vast open spaces of the sports stadium, music changes to accommodate the contours of the Network. A higher percentage of music becomes music for playback. The number of bands that can fill a stadium with both music and fans—always a small number, shrinks even further. And among the new acts climbing the charts, fewer set their sites on the stadium as the ultimate venue.

When I saw the headline about Best Buy slowing going out of business, I didn’t immediately make the connection to arena rock. But there’s a sense in which the progress of retail mirrors that of popular music; moving to larger and larger venues—packing in both the people and the product. And just as with music, there’s a virtual channel that has been able to treat the retail space as an endlessly plastic medium that can be mixed and remixed into a seemingly infinite variety of shopping experiences. Here also the medium changed from a physical space to bits coming over a wire and broadcast on to a screen. And just as with arena and stadium rock, the number of acts who can fill those big boxes is shrinking in number.

The movie “You’ve Got Mail” is a interesting artifact of the rise of the big box bookstore. The film lifts its love story from Ernst Lubitch’s “The Shop Around the Corner.” In the zeitgeist of the time, it was all too clear that the small independent bookstore was doomed and would be driven out of existence by the book superstore with its huge inventory, low prices, cozy chairs and access to legal stimulants in the form of hot beverages. It wasn’t something to get mad about, it was just the way of the world—not personal, just business. So Meg Ryan’s carefully curated children’s bookstore ‘The Shop Around The Corner (named in tribute to its predecessor) is put out of business by Tom Hanks’s giant Fox Books. Now if we look at the landscape of booksellers today, we see a much different picture. The arena rock bookstores can’t sell enough tickets and are shutting down—their role is being filled by the plastic virtual bookseller. We’re sort of in the era of the headphone retailer.

I’ve always loved browsing in used book stores. The combination of lower price and serendipity is wonderfully entertaining. I don’t expect to find a complete set of books in print, instead the experience is more like a performance in a small space. I take in and appreciate the set of books that are here in the space right now. I know that next week, or the week after, I’ll see a largely new set of books. The used book store is an incredibly efficient filter for discovering what might be worth reading and what people in general are reading. These books have already experienced ‘use.’ It’s an interesting example of how a small space can provide much more value than a large space.

This rehabilitation of the small space is a trend that seems to working its way through music, retailing and even social networks. It may signal a return to intimacy. Kinda makes you wonder what it’d be like to shop at “The Shop Around the Corner’s” Matuschek and Company.

Shop Windows And Tablets: Through The Looking Glass

In looking for lost house keys under the light of the street lamp, we put aside the fact that we lost them in the ditch at the other side of the road. It’s odd how we can move so swiftly in a particular direction without really knowing where we’re going. An incredible amount of ingenuity, resources and coordination has been applied to building tablet computers. There’s an unstated assumption that the post-pc era is defined by an evolution of the computer to a new human-computer interface model with a new form factor. And at a technical level, there’s some truth there; however at the level of the market for devices, there’s not enough truth.

To make sense of all this, let’s go back to a 1996 interview by Gary Wolf with Steve Jobs. Jobs was at NeXt and was gazing ahead at the future:

Wolf: What other opportunities are out there?

Jobs: Who do you think will be the main beneficiary of the Web? Who wins the most?

Wolf: People who have something -

Jobs: To sell!

Wolf: To share.

Jobs: To sell!

Wolf: You mean publishing?

Jobs: It’s more than publishing. It’s commerce. People are going to stop going to a lot of stores. And they’re going to buy stuff over the Web!

e-Commerce’s path to the Network was from the paper catalog to the electronic catalog. The Sears Catalog was one of the early prototypes for distance retailing. But what was the paper catalog? Why was it successful? The catalog was an evolution of the shop window in the arcade. And it was the shop window that enabled the romantic imagination of the consumer. Heather Marcelle Crickenberger talks about Walter Benjamin’s idea of the flâneur:

“Flâneur” is a word understood intuitively by the French to mean “stroller, idler, walker.” He has been portrayed in the past as a well-dressed man, strolling leisurely through the Parisian arcades of the nineteenth century–a shopper with no intention to buy, an intellectual parasite of the arcade. Traditionally the traits that mark the flâneur are wealth, education, and idleness. He strolls to pass the time that his wealth affords him, treating the people who pass and the objects he sees as texts for his own pleasure. An anonymous face in the multitude, the flâneur is free to probe his surroundings for clues and hints that may go unnoticed by the others.

Today we call it window shopping. It’s an exercise of the imagination in the role of the consumer. What might I look like in that outfit, listening to that music, with those kitchen appliances? A large plate of glass opened a window on to the possibilities contained within the shop. The flâneur could stroll the arcade moving from this window to that, searching for something that might catch his fancy.

Timothy Morton discusses this performance of the consumer imagination in his essay on “The Beautiful Soul.”

These performative styles are outlined by myself (Morton) and Colin Campbell. One style stands out, and that is a kind of meta-style that Campbell calls bohemianism and I call Romantic consumerism. This kind of consumerism is at one remove from regular consumerism. It is “consumerism-ism” as it were, that has realized that the true object of desire is desire as such. In brief, Romantic consumerism is window- shopping, which is hugely enabled by plate glass, or as we now do, browsing on the internet, not consuming anything but wondering what we would be like if we did. Now in the Romantic period this kind of reflexive consumerism was limited to a few avant-garde types: the Romantics themselves. To this extent Wordsworth and De Quincey are only superficially different. Wordsworth figured out that he could stroll forever in the mountains; De Quincey figured out that you didn’t need mountains, if you could consume a drug that gave you the feeling of strolling in the mountains (sublime contemplative calm, and so on). Nowadays we are all De Quinceys, all flaneurs in the shopping mall of life. This performative role, this attitude, is all the more pervasive, leading me to believe that we haven’t really exited from the Romantic period—another sense in which “prehistory” isn’t quite right for what I’m describing, but extremely right in another sense, namely that we’re still caught in an attitude that we don’t fully understand or become aware of.

When we talk about what’s assumed to be a tablet computer, we’re actually talking about a plate of glass, a shop window. In a discussion with Nick Bilton of the New York Times about why all these tablets look similar, Ryan Block hit on the key, although he may not have realized it:

“We are talking about a screen, where the screen is the entire experience and it can only really look and act one way, and that is to look similar to the iPad,” Mr. Block explained in a phone interview Thursday. “At the end of the day, they are all going to look similar, because a tablet is just a piece of glass.”

The innovations of the post-pc era aren’t to the computing device, they’re to the shop window. The ability to transact as part of the performance and the transformation of the goods from material to digital such that they can be played within the same window are the key additions to the “piece of glass.”

If you view the recent crop of tablet computers through this lens, you’ll see what separates the Apple and Amazon products from the rest. We pass the empty shop window of the deserted store as we move on down the block to see what we might find next. Of course, it’s simple to see how a technologist might confuse a shop window with a flat computing device.

Jubilee: Systems of Forgiveness

The technical systems we build have perfect memories. They keep account of everything. The ones are the ones, and the zeros are the zeros. We network the systems together and even account for things across multiple domains. While on the one hand we talk about economies of abundance and prices of many things converging on free—we know the score.

When Jacques Derrida talks about forgiveness, he cuts to the chase. To forgive is to forgive what is unforgivable. It’s an act of transformation, and by definition impossible. Forgiveness without cost isn’t forgiveness. Forgiveness costs everything. A forgiveness that translates the debt from one domain to another isn’t forgiveness. To forgive is to break all the rules of the system.

David Graeber, in discussing his work “5,000 Years of Debt” talks about how morality and monetary debt have always been intertwined.

In Sanskrit, Hebrew, Aramaic, ‘debt,’ ‘guilt,’ and ‘sin’ are actually the same word. Much of the language of the great religious movements – reckoning, redemption, karmic accounting and the like – are drawn from the language of ancient finance. But that language is always found wanting and inadequate and twisted around into something completely different. It’s as if the great prophets and religious teachers had no choice but to start with that kind of language because it’s the language that existed at the time, but they only adopted it so as to turn it into its opposite: as a way of saying debts are not sacred, but forgiveness of debt, or the ability to wipe out debt, or to realize that debts aren’t real – these are the acts that are truly sacred.

We’ve become very sophisticated in creating instruments of debt and even derivatives on those instruments. Our systems of forgiveness, however, have been left behind. Debt and forgiveness of debt historically were linked. Forgiveness allows a system reset, the negative numbers are zeroed out. The moral judgement that comes along with monetary debt is wiped away. What by definition shouldn’t be forgiven is forgiven.

As the economies of the world are gripped by a debt crisis, the call for austerity measures come down from on high. From within the system, there’s only one kind of solution that’s rational. Austerity is the proper solution on both an economic and a moral level. Only moral weakness and foolishness would cause a person or a country to borrow more than they could repay. A good dose of austerity will put them back on the straight and narrow.

Of course, as Graeber points out, there’s a certain rationality for breaking the rules of the system at particular moments in time:

The first markets form on the fringes of these complexes and appear to operate largely on credit, using the temples’ units of account. But this gave the merchants and temple administrators and other well-off types the opportunity to make consumer loans to farmers, and then, if say the harvest was bad, everybody would start falling into debt-traps.

This was the great social evil of antiquity – families would have to start pawning off their flocks, fields and before long, their wives and children would be taken off into debt peonage. Often people would start abandoning the cities entirely, joining semi-nomadic bands, threatening to come back in force and overturn the existing order entirely. Rulers would regularly conclude the only way to prevent complete social breakdown was to declare a clean slate or ‘washing of the tablets,’ they’d cancel all consumer debt and just start over. In fact, the first recorded word for ‘freedom’ in any human language is the Sumerian amargi, a word for debt-freedom, and by extension freedom more generally, which literally means ‘return to mother,’ since when they declared a clean slate, all the debt peons would get to go home.

As our societies become more rational, secular and technical we become less able to do the impossible, to forgive what is unforgivable. It just doesn’t make sense, it’s not a part of the algorithm. Something like a Jubilee seems like the superstition of a primitive people. In the systems that we’re building, is there a set of events that will cause the system to reset itself? Or do we think we’ve somehow evolved into a system of systems that never needs to be rebooted?

Well shake it up now Sugaree, I’ll meet you at the jubilee
And if that jubilee don’t come maybe I’ll meet you on the run
Just one thing I ask of you, just one thing for me
Please forget you know my name, my darling Sugaree

A Ring Cycle For The Anthropocene

This past week I attended the San Francisco Opera’s production of Richard Wagner’s Ring of the Nibelung. For those unfamiliar with this ritual, the work is comprised of four operas: Das Rheingold, Die Walkure, Siegfried and Gotterdamerung. They tell the story of the twilight of the gods. When presented as The Ring, the four operas are presented within a single week and the total running time of the work is about 17 hours. It’s a massive work consisting of 2,092 pages of orchestra music, and this production requires the participation of 415 people and 12 animals. Mounting a production of the Ring Cycle is one of the most challenging things an opera company can attempt. Generally, three full cycles are performed. When a company with the stature of San Francisco Opera performs The Ring, it draws an audience from around the world. This was my third Ring Cycle. The Ring is too vast to address fully in a blog post, so instead I’ve decided to just string together some notes, some moments that stood out to me this time through. This was an American Ring, the tale begins with the California gold rush and ends in the near future.

* * *

The characters and narrative of The Ring are loosely derived from Norse mythology. But as new productions are mounted through the years, The Ring attracts the major threads of modern thought. The unconscious, capital, class, gender, power, sexuality, and race have all surfaced in one production or another. In director Francesca Zambello’s American Ring, ecology and the interconnectedness of things provides the environment in which the story unfolds. Here the canvas of the story isn’t a neutral backdrop, it’s affected by the actions and decisions of the characters. I’ve been reading and listening to a lot of Timothy Morton, so the idea that The Ring should address the ecological thought seems completely natural.

Alberich steals the gold from the Rhinemaidens and forsaking love, he fashions it into a ring of power. Wielding that power, he begins a massive gold mining operation, delving deep into the earth, he turns the magic power of the ring into the material power of gold. The stage pictures bring to mind Sebastiao Salgado’s photographs of gold mining in Brazil. Meanwhile in the world of the gods, Wotan has flipped the structure of the gold mine upwards toward the heavens and created a Valhalla of skyscrapers. But like so many in the recent mortgage crises, he’s purchased a Valhalla that he can’t afford. In order to avoid default on the fortress of the gods, Wotan resorts to crime. He must steal the gold from the thief Alberich—a little money laundering to cover up the stains on the foundation of the godhead.

In Zambello’s Ring, the concentration and exercise of power drains the earth of its life. Power is drawn from the environment, but the earth isn’t an infinite resource. As the operas unfold, the environment has been turned into a standing reserve– a battery, or a gas tank, to power the regime. At the beginning of the third act of Gotterdamerung, the Rhinemaidens are destitute, collecting trash in big garbage bags as their river has been choked with the flotsam and jetsam of the industrial wasteland surrounding them. The struggle for the Ring taking place in the foreground is interrupted by the background of the story. The river would like its gold back.

At the end of the Ring Cycle, Brunhilde has understood that the Ring must be returned to the river and that this will mean the end of the gods. The music registers the cataclysm of the fall of Valhalla and the cleansing power of the river to wash the sins from our hands. The end of the Cycle points to an ending as beginning. One door closes and another opens. Zambello is an optimist, the return of the Ring represents the possibility of renewal. Throughout the story we’ve seen the earth’s finitude, the director’s gesture in the very last stage picture indicates the damage is not beyond repair.

* * *

The Ring Cycle is so large that there’s no vantage point from which to take it all in. Well before the first notes, the experience begins to engulf you. There’s a review of the motifs with Deryck Cooke. Listening to favorite recordings, trying to get the sequence of events in the story lined up. Thinking about the singers cast in various roles and whether they’ll be up to the daunting task ahead.

Believe me, nobody has every composed in this manner. I think my music must be frightening. It is a morass of horrors and sublimities.

—Wagner to Liszt, January 1854

Once the performance begins you’re well into the middle of it. The opera is broadcasting on all frequencies and flooding the senses. In this experience of the Ring Cycle, I had the distinct impression that the music continued between performances of the individual operas. While there aren’t hummable tunes in the Ring, the motifs of the music seemed to detach themselves from the opera and emerge from the America that exists outside of the opera.

Even after the final end, the music continues to play, the cycle begins again. Once inside, there may be no outside.

* * *

Several years ago, the San Francisco Opera commissioned a work by John Adams called ‘Doctor Atomic.’ It’s the story of the creation of the atom bomb. The director of the premiere was Peter Sellars. In a talk he gave about the opera, he noted that the stage of the War Memorial Opera House directly faces City Hall, the seat of power for local government. The relationship between the buildings provided an avenue for art to speak to government.

Perhaps we no longer think that art has anything useful to say to government. But the two buildings sit across from each other, waiting for the moment when the conversation begins to flow in both directions. Like ‘Doctor Atomic,’ the Ring Cycle had something to say to government.

* * *

The curtain came down after the final act of Gotterdamerung and applause erupted. Then the curtain rose for Nina Stemme, the Brunehilde of this Cycle. A solo bow, in acknowledgement of her achievement. The crowd leapt to its feet applauding, shouting, whistling, in a unanimous ovation. It was a thrilling moment.

And an unusual moment between the second and third acts as Donald Runnicles, the conductor, took his place. A spontaneous standing ovation for the orchestra. As a friend said during that intermission, “man, they’re just wailing.”?

* * *

Leafing through The Ring’s program, I noticed the names of the individual and corporate sponsors. Opera is an expensive business, and David Gockley, the general director of SF Opera, has made it clear that the company is in financial straights. The big donors to the opera are small in number and advanced in age. He openly wonders where the next generation of patrons will come from.

This brought to mind Cynthia Salzman’s book ‘Old Masters, New World: America’s Raid on Europe’s Great Pictures.’ The new world started from cultural scratch.

“In the late nineteenth century, as industrialization transformed the United States into a world power, artists and writers decried the nation’s meager collections of art. “I cannot tell you what I suffer for want of seeing a good picture,” Mary Cassatt complained from the confines of Hollidaysburg, Pennsylvania, in June 1871. The twenty-seven year old artist had spent five years painting in Europe and longed to return. The novelist Henry James view the problem more broadly. Americans, he told his mother in 1869, seem to have “the elements of the modern man with with culture quite left out.” Ten years later, in writing about Hawthorne and famously listing the cultural assets missing from the United States in the early part of the century, James, who had himself decamped for England in the mid-1870s, conveyed his own sense of deprivation: “no cathedrals, nor abbeys, nor little Norman churches, no great Universities nor public schools—no Oxford, nor Eton, nor Harrow; no literature, no novels, no museums, no pictures.” Later, in 1906, when the British critic Roger Fry served as curator at the Metropolitan Museum of Art, he tallied the museum’s pictorial shortfall: “no Byzantine paintings, no Giotto, no Giottoesque, no Mantegna, no Botticelli, no Leonardo, no Rafael, no Michelangelo.”

The giants of industry, Henry Clay Frick, J. Pierpont Morgan, H.O. Havermeyer and Henry Gurdon Marquand, took an interest in redressing the imbalance of culture in the new world. The great fortunes amassed during this period were put into service for one of “history’s great migrations of art.”? It was an event that fundamentally changed the character of this country.

In this day and age, it’s something we take for granted. The museums are filled with pictures, the symphony hall with music, and the opera house with divas. Perhaps we think this high art is the province of the upper classes, the restricted playground for old money. It’s a living legacy and if the next generation doesn’t take it up, it could very easily disappear. The performing arts are in particular danger.

Donald Fisher, founder of The Gap, collected more than 1,000 contemporary paintings and eventually donated them to the San Francisco Museum of Modern Art. But could it be that his is the last generation to have a real connection to the arts? The new generation of technology billionaires seems more interested in popular culture, sports and science. As I leafed through the program of the Ring Cycle, I didn’t see the names Google, Apple, Intel, Oracle, Cisco, Facebook or Microsoft. Rich technologist seem to prefer to put their money back into technology through venture capital investing.

I’m not sure what it would take to connect the Silicon Valley’s Techno-Elite to Opera. But if it were to happen the possibilities would be immense. San Francisco has a long history with opera. The gold rush of 1849 brought masses of people to Northern California. San Francisco’s first opera production was in 1851, Bellini’s ‘La Sonnambula.’ Morosco’s Grand Opera House held an audience of 4,000, including standees. A signal event in the rebirth of the City after the 1906 earthquake was the concert by the soprano Luisa Tettrazini in front of Lotta’s Fountain. It’s said that as many as 250,000 people attended. More recently the annual Opera in the Park and Opera in the Ballpark events draw enthusiastic crowds from all walks of life.

In the era of the 140-character communique it may seem counter-intuitive to yearn for the total theater of the opera, but opera performance actually delivers on what 3D HD movies promise. And strangely, at this moment in history with music, singers, musicians, technology and composers we could be at the cusp a of great new era of opera. Here are two examples of new operas that take up the current of our times. This Fall, San Francisco Opera will debut ‘Heart of a Soldier’ by Christopher Theofanidis, with libretto by Donna Di Novelli. It tells the story of Rick Rescorla, a man trained to be a consummate solider who gave up his life saving thousands during the World Trade Center attacks of September 11, 2001.

And perhaps closer to the pulse of technology flowing through the Bay Area, the English National Opera recently debuted Nico Muhly’s ’Two Boys’ with libretto by Craig Lucas. Here’s a description from a Wall Street Journal review:

A prepubescent boy is stabbed, and a teenaged boy is caught leaving the scene on CCTV. But the middle-aged female detective in charge of the investigation, caught up in the intricacies of chat-rooms, user-names, apparent espionage and cybersex, comes to realize that she has to change her own mind-set if she is to understand the behavior of these children and the morality of the internet age.

We say that this technology we’re creating here in the Bay Area is changing everything. I wonder if we’ll every take it seriously enough to engage technology in a deep conversation with art and culture? The War Memorial Opera House in San Francisco could be the site of one of the great historical conversations about the times we live in. If only the right connections could be made…

I Can’t Give You Anything But Love, Baby

Last night without any intention on my part, the 1938 Howard Hawks film Bringing Up Baby settled into the television set. It was meant to be a brief stop on the way from this signal to that one, but somehow it stuck. The rapid-fire non-stop dialogue never left a pause, not a single moment, for me to consider moving on. And then there was the song: I Can’t Give You Anything But Love, Baby. Katherine Hepburn and Cary Grant wandering through the woods singing this song at the top of their voices, looking for a fox terrier, a leopard and a dinosaur bone. When the speed of change hits a certain velocity, nothing makes as much sense as a screwball comedy.

“There’s a pitch in baseball called a screwball, which was perfected by a pitcher named Carl Hubbell back in the 1930s. It’s a pitch with a particular spin that sort of flutters and drops, goes in different directions, and behaves in very unexpected ways… Screwball comedy was unconventional, went in different directions, and behaved in unexpected ways…”

Andrew Bergman
We’re in the Money: Depression America and Its Films

The song was written in 1927 by Jimmy McHugh and Dorothy Fields, and finally broke through in 1928. It’s been an enduring classic of American popular song. Looking back at the list of songs Fields provided lyrics for, you can hardly believe your eyes: The Way You Look Tonight, I’m In The Mood For Love, On The Sunny Side of the Street, A Fine Romance, Big Spender and more.

The stock market crash of 1929 occurred in October of that year, which means that I Can’t Give You Anything But Love, Baby was written in the middle of a market bubble. In the midst of a surging material world, the song stakes a claim for love and romance. Fields tells the story of overhearing the conversation of a poor black couple gazing at the stylish and expensive jewelry on offer in Tiffany’s display window. Apparently the man said “Gee honey, I can’t give you anything but love.” What might have turned into Breakfast at Tiffany’s, instead became a standard in the American songbook. Love seems to need a medium to pass from one person to another. While it might pass through diamond jewelry, wall street millions, real estate or a family crest—McHugh and Fields make the case for the impossible thing that we’ve all got plenty of, baby.

Through the cultural history DVR provided by YouTube, we can get a sense of how this song has resonated with artists and audiences over the years.


Louis Armstrong



Cab Calloway’s Band



Ukulele Ike (Cliff Edwards)



Marlene Dietrich



Billie Holiday



Doris Day



Sarah Vaughan



Peggy Lee, Dean Martin, Jack Jones

I Can’t Give You Anything But Love, Baby
Jimmy McHugh and Dorothy Fields

Verse

Gee, but it’s tough to be broke, kid.
It’s not a joke, kid–it’s a curse.
My luck is changing–it’s gotten
from simply rotten to something worse.
Who knows someday I will win too
I’ll begin to reach my prime.
Now that I see what our end is
All can spend is just my time.

Refrain

I can’t give you anything but love, baby.
That’s the only thing I’ve plenty of, baby.
Dream a while, scheme a while,
You’re sure to find
Happiness and, I guess,
All those things you’ve always pined for.
Gee, it’s great to see you looking swell, baby.
Diamond bracelets Woolworth doesn’t sell, baby.
Till that lucky day you know darn well, baby,
I can’t give you anything but love.

Batteries not included

Recently I’ve been using a very simple analytical technique to look at a variety of systems. I’d describe it as a blunt rather than a fine edged tool. The metaphor breaks down around the edges, but the yield is still quite good.

Systems require energy to remain organized, otherwise they fall prey to entropy—they start coming apart. The system must at least match the power of entropy to maintain the status quo. That level must be exceeded to refine the granularity of its organization. For the purposes of the analysis, I’m using electricity as a metaphor for power. The tool is employed like this:

- Does it runs on battery power?
- Must it be plugged into an outlet?

Let’s start with the characteristics of the plugged-in. For these systems, electricity is a utility, an assumption, a constant. Power is commoditized and on tap in the environment. Whatever the system requires is available through the outlet on the wall. Power is unlimited, steady and metered—but in order for the system to be operational, a power cord must be connected to the grid. Another way to think about this is through the economics of abundance.

A system that runs on batteries has a limited store of power. Concepts like standby power, active power use and sharing a limited resource start to come in to play. Batteries need to be recharged and eventually replaced. Active battery life must line up with human cycles of sleeping and waking; working and living; active and passive use. Tilt the battery to a slightly different angle and you can see the economics of scarcity.

The desktop computer was made to be plugged in. Not much has changed there. The hardware and the software assumes unlimited commodity electricity from the environment The first laptops were built for portability, they were easy to move from one outlet to another. The battery’s low capacity resulted in limited usefulness as a un-tethered device. Over time the hardware of the laptop began to change to accommodate the limitations of the battery, but the software was unchanged. It was crucial that the laptop run desktop software without any alterations.

Adobe’s Flash makes an interesting case study for this analytic technique. Flash was built to operate within the plugged-in system of the desktop computer. As such, it moved easily and naturally to the world of laptops and netbooks. In the world of battery-powered devices it shows its roots. It begs the question of whether something built to use power as an infinite commodity can be altered to operate in an environment of finite power. Faith in a Moore’s law-like increase in capacity holds out hope that these kinds of applications can be merely altered. As long as they can conserve just enough power, they should be able to operate successfully in a large finite energy environment. Another way to ask this question might be: is reform sufficient, or is revolution necessary?

It’s with mobile computing devices built from the the ground up like the iPhone and iPad that battery life has been extended to up to 10 hours. That’s a span of time that begins to be available for complex relationships with the rhythms of life. Software for these devices is also built from the ground up to operate within a restricted power environment. Among other things, mobile computing means a device unrestricted by a power cord.

The battery introduces an era of limits against the infinite constant of the electrical outlet. It’s worth taking a moment to consider how something like electricity, water or natural gas could be converted into an assumed resource of the environment. Imagine if any of the plugged-in appliances in your home had to be re-engineered to work on batteries. Would they need to change incrementally or radically?

In 1978, James Burke debuted a television program called ‘Connections.’ It was billed as an ‘alternate view of change.’ The first episode looked at how a vast technical network had become deeply entangled with every aspect of our lives. Burke thought one way to put that entanglement into relief would be to turn the network off, and then review the effects. To accomplish this Burke created a re-enactment of the 1965 blackout of New York City and the entire northeast of the United States.

Not surprisingly, New York needs to be plugged in, it wasn’t designed to run on batteries. This sent Burke on a quest to find out how we arrived at this point. While we can create artificial scarcity through economic incentives and punishments in the billing for electric power use, these efforts take place within a context of an infinite power supply. There’s always the option to pay more for more power. Contrast that with a battery, no matter how much money you have, your battery will drain at the same rate as the next person’s.

The move from desktop to laptop to tablet/handheld traces an evolution from the infinite to the finite. It also traces a line from the finite contents of a hard disk to the infinite contents of the Network. The cloud computing factories that supply the endpoints of the Network are in the process of being retooled. Heretofore they’d just been plugged into the grid like everything else. Now the grid is positioned as backup power and the Network factories are plugged directly into the the standing reserves of the earth. Natural gas is transformed into electricity through local power generation. This isn’t a transformation from outlet to battery, it’s the substitution of one form of outlet for another.

The photograph of the earth that Stewart Brand put on the cover of the Whole Earth Catalog made plain the finitude of our planet. There is no infinite reserve of power behind the outlet on the wall. As we continue to build out the electronic Network environment, at some point, we’ll run up against this limit. Of course, we may have already hit the limit, or passed it long ago. But like the space battles in our science fiction films, we expected to hear a great crashing noise as the limit was reached. Surely there would be some sort of sign, some gesture from the earth letting us know that we’ve exceeded our allowance. But as the poet Milosz reminds us, worlds end, and sometimes no one notices.

A Song On the End of the World
by Czeslaw Milosz
translated by Anthony Milosz

On the day the world ends
A bee circles a clover,
A fisherman mends a glimmering net.
Happy porpoises jump in the sea,
By the rainspout young sparrows are playing
And the snake is gold-skinned as it should always be.

On the day the world ends
Women walk through the fields under their umbrellas,
A drunkard grows sleepy at the edge of a lawn,
Vegetable peddlers shout in the street
And a yellow-sailed boat comes nearer the island,
The voice of a violin lasts in the air
And leads into a starry night.

And those who expected lightning and thunder
Are disappointed.
And those who expected signs and archangels’ trumps
Do not believe it is happening now.
As long as the sun and the moon are above,
As long as the bumblebee visits a rose,
As long as rosy infants are born
No one believes it is happening now.

Only a white-haired old man, who would be a prophet
Yet is not a prophet, for he’s much too busy,
Repeats while he binds his tomatoes:
No other end of the world will there be,
No other end of the world will there be.

Contra Optimization: 4th Time Around

The whole train of thought started in the most unlikely spot. It’s a bit of a random walk, an attempt at moving in circles to get closer to a destination. I was listening to a podcast called ‘Sound Opinions‘ and Al Kooper was talking about the sessions in Nashville for Bob Dylan’s ‘Blonde on Blonde.’ They didn’t have a tape recorder, so Dylan would teach Kooper the changes and then Kooper would play them over and over again on a piano in Dylan’s hotel room. Dylan worked on the lyrics, Kooper played the changes and gradually, over many hours, the songs took shape.

Kristofferson described the scene: “I saw Dylan sitting out in the studio at the piano, writing all night long by himself. Dark glasses on,” and Bob Johnston recalled to the journalist Louis Black that Dylan did not even get up to go to the bathroom despite consuming so many Cokes, chocolate bars, and other sweets that Johnston began to think the artist was a junkie: “But he wasn’t; he wasn’t hooked on anything but time and space.”

Thinking about that process, I wondered if it would actually have been made better, more efficient, through the use of a tape recorder. Would the same or better songs have emerged from a process where a tape recorder mechanically reproduced the chord sequence as Dylan worked on the lyrics. Presumably, Kooper didn’t play like a robot, creating an identical sonic experience each time through. While Dylan and Kooper’s repetitive process eventually honed in on the song—narrowing the sonic field to things that seem to work—the resonances of the journey appear to be resident in the grooves. From this observation a question emerged: what is learned from a repetition that isn’t a mechanical reproduction, but rather a kind of performance? This kind of repetition seems to have the shape of a inward spiral.

We rush toward optimization and efficiency, those are the activities that increase the yield of value from our commerce engines. The optimal, by definition, means the best. Recently Nasism Taleb exposed the other side of optimization. When there’s a projected relative stability in an environment, as well as stable inputs and outputs for a system, optimization results in a higher, more efficient, production of value. In times of instability, change and uncertainty, optimization produces a brittle infrastructure that must use any excess value it generates to prop itself up in the face of unanticipated change. Unless there’s a reversion to the previous stable state, the system eventually suffers a catastrophic failure. Robustness in uncertain times has to be built from flexibility, agility and a managed portfolio of options. Any strategic analysis might first take note of whether one is living in interesting times or not.

Some paths of thought can’t be fully explored by using optimization techniques. We tend to run quickly toward what Tim Morton calls the “top object” or the “bottom object.” The top object is the most general systematic concept from whence comes everything (“anything you can do, I can do meta“). To create this kind of schema you need to find a place to stand that allows you to draw a circle around everything—except, of course, the spot on which you’re standing. The bottom object is the tiny fundamental bit of stuff—Democritus’s atom—from which all things are constructed. Although physics does seem to be having a tough time getting to the bottom of the bottom object—they keep finding false bottoms, non-local bottoms, anti-bottoms and all kinds of weird goings on. The idea that there may be ‘turtles all the way down’ no longer seems far fetched.

Moving in the opposite direction from a solid top or bottom, we run into Graham Harman’s presentation of Bruno Latour’s concept of irreducibility. Here’s Latour on the germ of the idea:

“I knew nothing, then, of what I am writing now but simply repeated to myself: ‘Nothing can be reduced to anything else, nothing can be deduced from anything else, everything may be allied to everything else. This was like an exorcism that defeated demons one by one. It was a wintry sky, and a very blue. I no longer needed to prop it up with a cosmology, put it in a picture, render it in writing, measure it in a meteorological article, or place it on a Titan to prevent it falling on my head […]. It and me, them and us, we mutually defined ourselves. And for the first time in my life I saw things unreduced and set free.”

In his book, Prince of Networks, Harman expands on Latour’s idea. No top object, no bottom object, just a encompassing field of objects that form a series of alliances:

“An entire philosophy is foreshadowed in this anecdote. every human and nonhuman object now stands by itself as a force to reckon with. No actor, however trivial, will be dismissed as mere noise in comparison with its essence, its context, its physical body, or its conditions of possibility. everything will be absolutely concrete; all objects and all modes of dealing with objects will now be on the same footing. In Latour’s new and unreduced cosmos, philosophy and physics both come to grips with forces in the world, but so do generals, surgeons, nannies, writers, chefs, biologists, aeronautical engineers, and seducers.”

The challenge of Latour’s and Harman’s thought is to think about objects without using the tool of reduction. It’s a strange sensation to think things through without automatically rising to the top, or sinking to the bottom.

Taking the principle in a slightly different direction we arrive at Jeff Jonas’s real-time sensemaking systems and a his view of merging and purging data versus an approach he calls entity resolution. Ask any IT worker about any corporate database and they’ll talk about how dirty the data is. It’s filled with errors, bad data, incompatibilities and it seems they can never get the budget to properly clean things up (disambiguation). The batch-based merge and purge system attempts to create a single correct version of the truth in an effort to establish the highest authority. Here’s Jonas:

“Outlier attribute suppression versus context accumulating: As merge purge systems rely on data survivorship processing they drop outlying attributes, for example, the name Marek might sometimes appear as Mark due to data entry error. Merge purge systems would keep Marek and drop Mark. Entity resolution systems keep all values whether they compete or not, as such, these systems accumulate context. By keeping both Marek and Mark, the semantic reconciliation algorithms can benefit by recognizing that sometimes Marek is recorded as Mark.”

Collecting the errors, versions and incompatibilities establishes a rich context for the data. The data isn’t always bright and shiny, looking its clear and unambiguous best—it has more life to it than that. It’s sorta like when you hear someone called by the wrong name, but you know who’s being talked about anyway. Maybe you don’t offer a correction, but simply continue the conversation.

And this brings us back to Al Kooper banging out the changes on a piano in a hotel room, while Dylan sits hunched over a typewriter, pounding out lyrics. Somehow out of this circling through the songs over and over again, the thin wild mercury sound of Blonde on Blonde eventually took hold in the studio and was captured on tape.

Plotting your route as the crow flies is one way to get to a destination. But I have to wonder if crows really do always fly as the crow flies.

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